prxy5605's picture
Training in progress, step 200, checkpoint
4aba8c6 verified
{
"best_metric": 1.6125844717025757,
"best_model_checkpoint": "miner_id_24/checkpoint-200",
"epoch": 1.5810276679841897,
"eval_steps": 50,
"global_step": 200,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.007905138339920948,
"grad_norm": 1.2275149822235107,
"learning_rate": 1e-05,
"loss": 1.6629,
"step": 1
},
{
"epoch": 0.007905138339920948,
"eval_loss": 1.9508434534072876,
"eval_runtime": 4.796,
"eval_samples_per_second": 44.412,
"eval_steps_per_second": 11.259,
"step": 1
},
{
"epoch": 0.015810276679841896,
"grad_norm": 1.312914252281189,
"learning_rate": 2e-05,
"loss": 1.7673,
"step": 2
},
{
"epoch": 0.023715415019762844,
"grad_norm": 1.3910435438156128,
"learning_rate": 3e-05,
"loss": 1.8517,
"step": 3
},
{
"epoch": 0.03162055335968379,
"grad_norm": 1.2056818008422852,
"learning_rate": 4e-05,
"loss": 1.8878,
"step": 4
},
{
"epoch": 0.039525691699604744,
"grad_norm": 1.0080242156982422,
"learning_rate": 5e-05,
"loss": 1.7955,
"step": 5
},
{
"epoch": 0.04743083003952569,
"grad_norm": 1.912818193435669,
"learning_rate": 6e-05,
"loss": 1.8229,
"step": 6
},
{
"epoch": 0.05533596837944664,
"grad_norm": 1.671106219291687,
"learning_rate": 7e-05,
"loss": 1.835,
"step": 7
},
{
"epoch": 0.06324110671936758,
"grad_norm": 1.3343749046325684,
"learning_rate": 8e-05,
"loss": 1.877,
"step": 8
},
{
"epoch": 0.07114624505928854,
"grad_norm": 1.4020658731460571,
"learning_rate": 9e-05,
"loss": 1.7761,
"step": 9
},
{
"epoch": 0.07905138339920949,
"grad_norm": 1.0474133491516113,
"learning_rate": 0.0001,
"loss": 1.6915,
"step": 10
},
{
"epoch": 0.08695652173913043,
"grad_norm": 1.050320029258728,
"learning_rate": 9.999316524962345e-05,
"loss": 1.8034,
"step": 11
},
{
"epoch": 0.09486166007905138,
"grad_norm": 0.9719471335411072,
"learning_rate": 9.997266286704631e-05,
"loss": 1.8651,
"step": 12
},
{
"epoch": 0.10276679841897234,
"grad_norm": 1.0876976251602173,
"learning_rate": 9.993849845741524e-05,
"loss": 1.8264,
"step": 13
},
{
"epoch": 0.11067193675889328,
"grad_norm": 0.9134715795516968,
"learning_rate": 9.989068136093873e-05,
"loss": 1.7016,
"step": 14
},
{
"epoch": 0.11857707509881422,
"grad_norm": 1.3684470653533936,
"learning_rate": 9.98292246503335e-05,
"loss": 1.7452,
"step": 15
},
{
"epoch": 0.12648221343873517,
"grad_norm": 0.82088303565979,
"learning_rate": 9.975414512725057e-05,
"loss": 1.7485,
"step": 16
},
{
"epoch": 0.13438735177865613,
"grad_norm": 1.0163344144821167,
"learning_rate": 9.966546331768191e-05,
"loss": 1.8706,
"step": 17
},
{
"epoch": 0.1422924901185771,
"grad_norm": 1.0233978033065796,
"learning_rate": 9.956320346634876e-05,
"loss": 1.8125,
"step": 18
},
{
"epoch": 0.15019762845849802,
"grad_norm": 1.0371999740600586,
"learning_rate": 9.944739353007344e-05,
"loss": 1.7027,
"step": 19
},
{
"epoch": 0.15810276679841898,
"grad_norm": 0.9143949747085571,
"learning_rate": 9.931806517013612e-05,
"loss": 1.6941,
"step": 20
},
{
"epoch": 0.16600790513833993,
"grad_norm": 0.9650872349739075,
"learning_rate": 9.917525374361912e-05,
"loss": 1.7789,
"step": 21
},
{
"epoch": 0.17391304347826086,
"grad_norm": 0.9396098256111145,
"learning_rate": 9.901899829374047e-05,
"loss": 1.6984,
"step": 22
},
{
"epoch": 0.18181818181818182,
"grad_norm": 0.9005189538002014,
"learning_rate": 9.884934153917997e-05,
"loss": 1.8407,
"step": 23
},
{
"epoch": 0.18972332015810275,
"grad_norm": 0.9187804460525513,
"learning_rate": 9.86663298624003e-05,
"loss": 1.7712,
"step": 24
},
{
"epoch": 0.1976284584980237,
"grad_norm": 1.1316477060317993,
"learning_rate": 9.847001329696653e-05,
"loss": 1.7481,
"step": 25
},
{
"epoch": 0.20553359683794467,
"grad_norm": 0.9262543320655823,
"learning_rate": 9.826044551386744e-05,
"loss": 1.7299,
"step": 26
},
{
"epoch": 0.2134387351778656,
"grad_norm": 1.292194128036499,
"learning_rate": 9.803768380684242e-05,
"loss": 1.9521,
"step": 27
},
{
"epoch": 0.22134387351778656,
"grad_norm": 1.153373122215271,
"learning_rate": 9.780178907671789e-05,
"loss": 1.8683,
"step": 28
},
{
"epoch": 0.22924901185770752,
"grad_norm": 1.2291576862335205,
"learning_rate": 9.755282581475769e-05,
"loss": 1.8653,
"step": 29
},
{
"epoch": 0.23715415019762845,
"grad_norm": 1.186466932296753,
"learning_rate": 9.729086208503174e-05,
"loss": 1.7617,
"step": 30
},
{
"epoch": 0.2450592885375494,
"grad_norm": 1.8452413082122803,
"learning_rate": 9.701596950580806e-05,
"loss": 2.009,
"step": 31
},
{
"epoch": 0.25296442687747034,
"grad_norm": 2.0136189460754395,
"learning_rate": 9.672822322997305e-05,
"loss": 1.707,
"step": 32
},
{
"epoch": 0.2608695652173913,
"grad_norm": 1.5197522640228271,
"learning_rate": 9.642770192448536e-05,
"loss": 1.5445,
"step": 33
},
{
"epoch": 0.26877470355731226,
"grad_norm": 0.8320451378822327,
"learning_rate": 9.611448774886924e-05,
"loss": 1.6573,
"step": 34
},
{
"epoch": 0.2766798418972332,
"grad_norm": 0.8250799775123596,
"learning_rate": 9.578866633275288e-05,
"loss": 1.7422,
"step": 35
},
{
"epoch": 0.2845849802371542,
"grad_norm": 0.8387137055397034,
"learning_rate": 9.545032675245813e-05,
"loss": 1.7918,
"step": 36
},
{
"epoch": 0.2924901185770751,
"grad_norm": 0.7751452326774597,
"learning_rate": 9.509956150664796e-05,
"loss": 1.5503,
"step": 37
},
{
"epoch": 0.30039525691699603,
"grad_norm": 0.8183238506317139,
"learning_rate": 9.473646649103818e-05,
"loss": 1.5502,
"step": 38
},
{
"epoch": 0.308300395256917,
"grad_norm": 0.8241856098175049,
"learning_rate": 9.43611409721806e-05,
"loss": 1.6668,
"step": 39
},
{
"epoch": 0.31620553359683795,
"grad_norm": 0.7364861369132996,
"learning_rate": 9.397368756032445e-05,
"loss": 1.7508,
"step": 40
},
{
"epoch": 0.3241106719367589,
"grad_norm": 0.7785086035728455,
"learning_rate": 9.357421218136386e-05,
"loss": 1.7751,
"step": 41
},
{
"epoch": 0.33201581027667987,
"grad_norm": 0.7593626379966736,
"learning_rate": 9.316282404787871e-05,
"loss": 1.7295,
"step": 42
},
{
"epoch": 0.33992094861660077,
"grad_norm": 0.9561973214149475,
"learning_rate": 9.273963562927695e-05,
"loss": 1.7577,
"step": 43
},
{
"epoch": 0.34782608695652173,
"grad_norm": 0.8719379305839539,
"learning_rate": 9.230476262104677e-05,
"loss": 1.7155,
"step": 44
},
{
"epoch": 0.3557312252964427,
"grad_norm": 0.7628946304321289,
"learning_rate": 9.185832391312644e-05,
"loss": 1.6977,
"step": 45
},
{
"epoch": 0.36363636363636365,
"grad_norm": 0.8044358491897583,
"learning_rate": 9.140044155740101e-05,
"loss": 1.8296,
"step": 46
},
{
"epoch": 0.3715415019762846,
"grad_norm": 0.7543927431106567,
"learning_rate": 9.093124073433463e-05,
"loss": 1.6795,
"step": 47
},
{
"epoch": 0.3794466403162055,
"grad_norm": 0.7223030924797058,
"learning_rate": 9.045084971874738e-05,
"loss": 1.5737,
"step": 48
},
{
"epoch": 0.38735177865612647,
"grad_norm": 0.8203468918800354,
"learning_rate": 8.995939984474624e-05,
"loss": 1.6581,
"step": 49
},
{
"epoch": 0.3952569169960474,
"grad_norm": 0.8775282502174377,
"learning_rate": 8.945702546981969e-05,
"loss": 1.8492,
"step": 50
},
{
"epoch": 0.3952569169960474,
"eval_loss": 1.6608927249908447,
"eval_runtime": 4.8136,
"eval_samples_per_second": 44.249,
"eval_steps_per_second": 11.218,
"step": 50
},
{
"epoch": 0.4031620553359684,
"grad_norm": 0.8258354067802429,
"learning_rate": 8.894386393810563e-05,
"loss": 1.7065,
"step": 51
},
{
"epoch": 0.41106719367588934,
"grad_norm": 0.7727131843566895,
"learning_rate": 8.842005554284296e-05,
"loss": 1.7414,
"step": 52
},
{
"epoch": 0.4189723320158103,
"grad_norm": 0.767753541469574,
"learning_rate": 8.788574348801675e-05,
"loss": 1.6911,
"step": 53
},
{
"epoch": 0.4268774703557312,
"grad_norm": 0.896858274936676,
"learning_rate": 8.73410738492077e-05,
"loss": 1.8343,
"step": 54
},
{
"epoch": 0.43478260869565216,
"grad_norm": 0.8155654072761536,
"learning_rate": 8.678619553365659e-05,
"loss": 1.7718,
"step": 55
},
{
"epoch": 0.4426877470355731,
"grad_norm": 0.8962050080299377,
"learning_rate": 8.622126023955446e-05,
"loss": 1.7042,
"step": 56
},
{
"epoch": 0.4505928853754941,
"grad_norm": 0.8581175208091736,
"learning_rate": 8.564642241456986e-05,
"loss": 1.7504,
"step": 57
},
{
"epoch": 0.45849802371541504,
"grad_norm": 0.948732852935791,
"learning_rate": 8.506183921362443e-05,
"loss": 1.8929,
"step": 58
},
{
"epoch": 0.466403162055336,
"grad_norm": 0.9872562289237976,
"learning_rate": 8.44676704559283e-05,
"loss": 1.7411,
"step": 59
},
{
"epoch": 0.4743083003952569,
"grad_norm": 1.1096147298812866,
"learning_rate": 8.386407858128706e-05,
"loss": 1.7791,
"step": 60
},
{
"epoch": 0.48221343873517786,
"grad_norm": 1.0001335144042969,
"learning_rate": 8.32512286056924e-05,
"loss": 1.7769,
"step": 61
},
{
"epoch": 0.4901185770750988,
"grad_norm": 1.14747953414917,
"learning_rate": 8.262928807620843e-05,
"loss": 1.8926,
"step": 62
},
{
"epoch": 0.4980237154150198,
"grad_norm": 0.8204768300056458,
"learning_rate": 8.199842702516583e-05,
"loss": 1.4519,
"step": 63
},
{
"epoch": 0.5059288537549407,
"grad_norm": 0.7378841042518616,
"learning_rate": 8.135881792367686e-05,
"loss": 1.5685,
"step": 64
},
{
"epoch": 0.5138339920948617,
"grad_norm": 0.7584918141365051,
"learning_rate": 8.07106356344834e-05,
"loss": 1.6277,
"step": 65
},
{
"epoch": 0.5217391304347826,
"grad_norm": 0.6478469967842102,
"learning_rate": 8.005405736415126e-05,
"loss": 1.6634,
"step": 66
},
{
"epoch": 0.5296442687747036,
"grad_norm": 0.621213436126709,
"learning_rate": 7.938926261462366e-05,
"loss": 1.7036,
"step": 67
},
{
"epoch": 0.5375494071146245,
"grad_norm": 0.6001406311988831,
"learning_rate": 7.871643313414718e-05,
"loss": 1.7276,
"step": 68
},
{
"epoch": 0.5454545454545454,
"grad_norm": 0.6318312287330627,
"learning_rate": 7.803575286758364e-05,
"loss": 1.7278,
"step": 69
},
{
"epoch": 0.5533596837944664,
"grad_norm": 0.6229626536369324,
"learning_rate": 7.734740790612136e-05,
"loss": 1.6364,
"step": 70
},
{
"epoch": 0.5612648221343873,
"grad_norm": 0.6349075436592102,
"learning_rate": 7.66515864363997e-05,
"loss": 1.6318,
"step": 71
},
{
"epoch": 0.5691699604743083,
"grad_norm": 0.6748497486114502,
"learning_rate": 7.594847868906076e-05,
"loss": 1.5987,
"step": 72
},
{
"epoch": 0.5770750988142292,
"grad_norm": 0.7020136117935181,
"learning_rate": 7.52382768867422e-05,
"loss": 1.7664,
"step": 73
},
{
"epoch": 0.5849802371541502,
"grad_norm": 0.6632049083709717,
"learning_rate": 7.452117519152542e-05,
"loss": 1.6788,
"step": 74
},
{
"epoch": 0.5928853754940712,
"grad_norm": 0.6933974623680115,
"learning_rate": 7.379736965185368e-05,
"loss": 1.7321,
"step": 75
},
{
"epoch": 0.6007905138339921,
"grad_norm": 0.6252143979072571,
"learning_rate": 7.30670581489344e-05,
"loss": 1.6356,
"step": 76
},
{
"epoch": 0.6086956521739131,
"grad_norm": 0.6765616536140442,
"learning_rate": 7.233044034264034e-05,
"loss": 1.6761,
"step": 77
},
{
"epoch": 0.616600790513834,
"grad_norm": 0.6760627627372742,
"learning_rate": 7.158771761692464e-05,
"loss": 1.7556,
"step": 78
},
{
"epoch": 0.6245059288537549,
"grad_norm": 0.7049459218978882,
"learning_rate": 7.083909302476453e-05,
"loss": 1.7011,
"step": 79
},
{
"epoch": 0.6324110671936759,
"grad_norm": 0.7250329852104187,
"learning_rate": 7.008477123264848e-05,
"loss": 1.8144,
"step": 80
},
{
"epoch": 0.6403162055335968,
"grad_norm": 0.7103596329689026,
"learning_rate": 6.932495846462261e-05,
"loss": 1.6611,
"step": 81
},
{
"epoch": 0.6482213438735178,
"grad_norm": 0.7164954543113708,
"learning_rate": 6.855986244591104e-05,
"loss": 1.6305,
"step": 82
},
{
"epoch": 0.6561264822134387,
"grad_norm": 0.7123523950576782,
"learning_rate": 6.778969234612584e-05,
"loss": 1.6529,
"step": 83
},
{
"epoch": 0.6640316205533597,
"grad_norm": 0.7113423943519592,
"learning_rate": 6.701465872208216e-05,
"loss": 1.6658,
"step": 84
},
{
"epoch": 0.6719367588932806,
"grad_norm": 0.7906448841094971,
"learning_rate": 6.623497346023418e-05,
"loss": 1.7731,
"step": 85
},
{
"epoch": 0.6798418972332015,
"grad_norm": 0.8516830801963806,
"learning_rate": 6.545084971874738e-05,
"loss": 1.755,
"step": 86
},
{
"epoch": 0.6877470355731226,
"grad_norm": 0.8049620985984802,
"learning_rate": 6.466250186922325e-05,
"loss": 1.7237,
"step": 87
},
{
"epoch": 0.6956521739130435,
"grad_norm": 0.8168877363204956,
"learning_rate": 6.387014543809223e-05,
"loss": 1.7243,
"step": 88
},
{
"epoch": 0.7035573122529645,
"grad_norm": 0.8963014483451843,
"learning_rate": 6.307399704769099e-05,
"loss": 1.6904,
"step": 89
},
{
"epoch": 0.7114624505928854,
"grad_norm": 0.9513223171234131,
"learning_rate": 6.227427435703997e-05,
"loss": 1.7241,
"step": 90
},
{
"epoch": 0.7193675889328063,
"grad_norm": 0.8429911136627197,
"learning_rate": 6.147119600233758e-05,
"loss": 1.7412,
"step": 91
},
{
"epoch": 0.7272727272727273,
"grad_norm": 0.9856913089752197,
"learning_rate": 6.066498153718735e-05,
"loss": 1.7932,
"step": 92
},
{
"epoch": 0.7351778656126482,
"grad_norm": 1.2035722732543945,
"learning_rate": 5.985585137257401e-05,
"loss": 1.7209,
"step": 93
},
{
"epoch": 0.7430830039525692,
"grad_norm": 0.7656598091125488,
"learning_rate": 5.90440267166055e-05,
"loss": 1.6114,
"step": 94
},
{
"epoch": 0.7509881422924901,
"grad_norm": 0.7776647806167603,
"learning_rate": 5.8229729514036705e-05,
"loss": 1.5802,
"step": 95
},
{
"epoch": 0.758893280632411,
"grad_norm": 0.6927933096885681,
"learning_rate": 5.74131823855921e-05,
"loss": 1.6236,
"step": 96
},
{
"epoch": 0.766798418972332,
"grad_norm": 0.6408959031105042,
"learning_rate": 5.6594608567103456e-05,
"loss": 1.6836,
"step": 97
},
{
"epoch": 0.7747035573122529,
"grad_norm": 0.6113343834877014,
"learning_rate": 5.577423184847932e-05,
"loss": 1.5781,
"step": 98
},
{
"epoch": 0.782608695652174,
"grad_norm": 0.6380818486213684,
"learning_rate": 5.495227651252315e-05,
"loss": 1.648,
"step": 99
},
{
"epoch": 0.7905138339920948,
"grad_norm": 0.6411934494972229,
"learning_rate": 5.4128967273616625e-05,
"loss": 1.6435,
"step": 100
},
{
"epoch": 0.7905138339920948,
"eval_loss": 1.644432544708252,
"eval_runtime": 4.8149,
"eval_samples_per_second": 44.238,
"eval_steps_per_second": 11.215,
"step": 100
},
{
"epoch": 0.7984189723320159,
"grad_norm": 0.6788752675056458,
"learning_rate": 5.330452921628497e-05,
"loss": 1.7212,
"step": 101
},
{
"epoch": 0.8063241106719368,
"grad_norm": 0.5979511737823486,
"learning_rate": 5.247918773366112e-05,
"loss": 1.5423,
"step": 102
},
{
"epoch": 0.8142292490118577,
"grad_norm": 0.6435640454292297,
"learning_rate": 5.165316846586541e-05,
"loss": 1.5651,
"step": 103
},
{
"epoch": 0.8221343873517787,
"grad_norm": 0.6285018920898438,
"learning_rate": 5.0826697238317935e-05,
"loss": 1.5639,
"step": 104
},
{
"epoch": 0.8300395256916996,
"grad_norm": 0.6168222427368164,
"learning_rate": 5e-05,
"loss": 1.5667,
"step": 105
},
{
"epoch": 0.8379446640316206,
"grad_norm": 0.6518228650093079,
"learning_rate": 4.917330276168208e-05,
"loss": 1.7141,
"step": 106
},
{
"epoch": 0.8458498023715415,
"grad_norm": 0.7004503011703491,
"learning_rate": 4.834683153413459e-05,
"loss": 1.765,
"step": 107
},
{
"epoch": 0.8537549407114624,
"grad_norm": 0.6650953888893127,
"learning_rate": 4.7520812266338885e-05,
"loss": 1.5443,
"step": 108
},
{
"epoch": 0.8616600790513834,
"grad_norm": 0.7480284571647644,
"learning_rate": 4.669547078371504e-05,
"loss": 1.7513,
"step": 109
},
{
"epoch": 0.8695652173913043,
"grad_norm": 0.7257048487663269,
"learning_rate": 4.5871032726383386e-05,
"loss": 1.7061,
"step": 110
},
{
"epoch": 0.8774703557312253,
"grad_norm": 0.7339716553688049,
"learning_rate": 4.504772348747687e-05,
"loss": 1.6675,
"step": 111
},
{
"epoch": 0.8853754940711462,
"grad_norm": 0.7776533365249634,
"learning_rate": 4.4225768151520694e-05,
"loss": 1.8499,
"step": 112
},
{
"epoch": 0.8932806324110671,
"grad_norm": 0.7437097430229187,
"learning_rate": 4.3405391432896555e-05,
"loss": 1.8209,
"step": 113
},
{
"epoch": 0.9011857707509882,
"grad_norm": 0.7620865106582642,
"learning_rate": 4.2586817614407895e-05,
"loss": 1.745,
"step": 114
},
{
"epoch": 0.9090909090909091,
"grad_norm": 0.8105087280273438,
"learning_rate": 4.17702704859633e-05,
"loss": 1.7531,
"step": 115
},
{
"epoch": 0.9169960474308301,
"grad_norm": 0.8046197295188904,
"learning_rate": 4.095597328339452e-05,
"loss": 1.7271,
"step": 116
},
{
"epoch": 0.924901185770751,
"grad_norm": 0.8412743806838989,
"learning_rate": 4.0144148627425993e-05,
"loss": 1.8155,
"step": 117
},
{
"epoch": 0.932806324110672,
"grad_norm": 0.838920533657074,
"learning_rate": 3.933501846281267e-05,
"loss": 1.8482,
"step": 118
},
{
"epoch": 0.9407114624505929,
"grad_norm": 0.8457604050636292,
"learning_rate": 3.852880399766243e-05,
"loss": 1.7529,
"step": 119
},
{
"epoch": 0.9486166007905138,
"grad_norm": 0.9167115092277527,
"learning_rate": 3.772572564296005e-05,
"loss": 1.6983,
"step": 120
},
{
"epoch": 0.9565217391304348,
"grad_norm": 0.9630374312400818,
"learning_rate": 3.6926002952309016e-05,
"loss": 1.7011,
"step": 121
},
{
"epoch": 0.9644268774703557,
"grad_norm": 0.9056899547576904,
"learning_rate": 3.612985456190778e-05,
"loss": 1.6826,
"step": 122
},
{
"epoch": 0.9723320158102767,
"grad_norm": 1.020810604095459,
"learning_rate": 3.533749813077677e-05,
"loss": 1.6647,
"step": 123
},
{
"epoch": 0.9802371541501976,
"grad_norm": 1.327959418296814,
"learning_rate": 3.4549150281252636e-05,
"loss": 1.848,
"step": 124
},
{
"epoch": 0.9881422924901185,
"grad_norm": 0.6786101460456848,
"learning_rate": 3.3765026539765834e-05,
"loss": 1.5836,
"step": 125
},
{
"epoch": 0.9960474308300395,
"grad_norm": 0.7688708305358887,
"learning_rate": 3.298534127791785e-05,
"loss": 1.7463,
"step": 126
},
{
"epoch": 1.0039525691699605,
"grad_norm": 1.5957648754119873,
"learning_rate": 3.221030765387417e-05,
"loss": 2.6306,
"step": 127
},
{
"epoch": 1.0118577075098814,
"grad_norm": 0.5522214770317078,
"learning_rate": 3.144013755408895e-05,
"loss": 1.532,
"step": 128
},
{
"epoch": 1.0197628458498025,
"grad_norm": 0.5481433868408203,
"learning_rate": 3.0675041535377405e-05,
"loss": 1.4873,
"step": 129
},
{
"epoch": 1.0276679841897234,
"grad_norm": 0.669899046421051,
"learning_rate": 2.991522876735154e-05,
"loss": 1.689,
"step": 130
},
{
"epoch": 1.0355731225296443,
"grad_norm": 0.5601217150688171,
"learning_rate": 2.916090697523549e-05,
"loss": 1.4955,
"step": 131
},
{
"epoch": 1.0434782608695652,
"grad_norm": 0.5741488933563232,
"learning_rate": 2.8412282383075363e-05,
"loss": 1.577,
"step": 132
},
{
"epoch": 1.051383399209486,
"grad_norm": 0.5481381416320801,
"learning_rate": 2.766955965735968e-05,
"loss": 1.5231,
"step": 133
},
{
"epoch": 1.0592885375494072,
"grad_norm": 0.5438144207000732,
"learning_rate": 2.693294185106562e-05,
"loss": 1.4542,
"step": 134
},
{
"epoch": 1.0671936758893281,
"grad_norm": 0.5592533349990845,
"learning_rate": 2.6202630348146324e-05,
"loss": 1.6158,
"step": 135
},
{
"epoch": 1.075098814229249,
"grad_norm": 0.601783812046051,
"learning_rate": 2.547882480847461e-05,
"loss": 1.5103,
"step": 136
},
{
"epoch": 1.08300395256917,
"grad_norm": 0.6082609295845032,
"learning_rate": 2.476172311325783e-05,
"loss": 1.5273,
"step": 137
},
{
"epoch": 1.0909090909090908,
"grad_norm": 0.6211904287338257,
"learning_rate": 2.405152131093926e-05,
"loss": 1.5463,
"step": 138
},
{
"epoch": 1.098814229249012,
"grad_norm": 0.5987580418586731,
"learning_rate": 2.3348413563600325e-05,
"loss": 1.5708,
"step": 139
},
{
"epoch": 1.1067193675889329,
"grad_norm": 0.6398665904998779,
"learning_rate": 2.2652592093878666e-05,
"loss": 1.6496,
"step": 140
},
{
"epoch": 1.1146245059288538,
"grad_norm": 0.6528900265693665,
"learning_rate": 2.196424713241637e-05,
"loss": 1.5757,
"step": 141
},
{
"epoch": 1.1225296442687747,
"grad_norm": 0.6666259169578552,
"learning_rate": 2.128356686585282e-05,
"loss": 1.6528,
"step": 142
},
{
"epoch": 1.1304347826086956,
"grad_norm": 0.7091323137283325,
"learning_rate": 2.061073738537635e-05,
"loss": 1.6874,
"step": 143
},
{
"epoch": 1.1383399209486167,
"grad_norm": 0.7314757108688354,
"learning_rate": 1.9945942635848748e-05,
"loss": 1.7092,
"step": 144
},
{
"epoch": 1.1462450592885376,
"grad_norm": 0.6564605832099915,
"learning_rate": 1.928936436551661e-05,
"loss": 1.465,
"step": 145
},
{
"epoch": 1.1541501976284585,
"grad_norm": 0.6789471507072449,
"learning_rate": 1.8641182076323148e-05,
"loss": 1.5696,
"step": 146
},
{
"epoch": 1.1620553359683794,
"grad_norm": 0.6962265372276306,
"learning_rate": 1.800157297483417e-05,
"loss": 1.5224,
"step": 147
},
{
"epoch": 1.1699604743083003,
"grad_norm": 0.736736536026001,
"learning_rate": 1.7370711923791567e-05,
"loss": 1.6225,
"step": 148
},
{
"epoch": 1.1778656126482214,
"grad_norm": 0.7357221245765686,
"learning_rate": 1.6748771394307585e-05,
"loss": 1.5452,
"step": 149
},
{
"epoch": 1.1857707509881423,
"grad_norm": 0.7465088367462158,
"learning_rate": 1.6135921418712956e-05,
"loss": 1.6068,
"step": 150
},
{
"epoch": 1.1857707509881423,
"eval_loss": 1.6133692264556885,
"eval_runtime": 4.8741,
"eval_samples_per_second": 43.7,
"eval_steps_per_second": 11.079,
"step": 150
},
{
"epoch": 1.1936758893280632,
"grad_norm": 0.7584455013275146,
"learning_rate": 1.553232954407171e-05,
"loss": 1.5367,
"step": 151
},
{
"epoch": 1.2015810276679841,
"grad_norm": 0.8176235556602478,
"learning_rate": 1.4938160786375572e-05,
"loss": 1.7604,
"step": 152
},
{
"epoch": 1.2094861660079053,
"grad_norm": 0.8447201251983643,
"learning_rate": 1.435357758543015e-05,
"loss": 1.567,
"step": 153
},
{
"epoch": 1.2173913043478262,
"grad_norm": 0.9284098744392395,
"learning_rate": 1.3778739760445552e-05,
"loss": 1.6537,
"step": 154
},
{
"epoch": 1.225296442687747,
"grad_norm": 0.9046016931533813,
"learning_rate": 1.3213804466343421e-05,
"loss": 1.6645,
"step": 155
},
{
"epoch": 1.233201581027668,
"grad_norm": 0.9470634460449219,
"learning_rate": 1.2658926150792322e-05,
"loss": 1.6331,
"step": 156
},
{
"epoch": 1.2411067193675889,
"grad_norm": 1.0975604057312012,
"learning_rate": 1.2114256511983274e-05,
"loss": 1.6016,
"step": 157
},
{
"epoch": 1.2490118577075098,
"grad_norm": 0.8554549813270569,
"learning_rate": 1.157994445715706e-05,
"loss": 1.6293,
"step": 158
},
{
"epoch": 1.256916996047431,
"grad_norm": 0.5330277681350708,
"learning_rate": 1.1056136061894384e-05,
"loss": 1.4049,
"step": 159
},
{
"epoch": 1.2648221343873518,
"grad_norm": 0.5859397053718567,
"learning_rate": 1.0542974530180327e-05,
"loss": 1.4133,
"step": 160
},
{
"epoch": 1.2727272727272727,
"grad_norm": 0.6284499764442444,
"learning_rate": 1.0040600155253765e-05,
"loss": 1.5504,
"step": 161
},
{
"epoch": 1.2806324110671936,
"grad_norm": 0.668923556804657,
"learning_rate": 9.549150281252633e-06,
"loss": 1.6168,
"step": 162
},
{
"epoch": 1.2885375494071147,
"grad_norm": 0.654583215713501,
"learning_rate": 9.068759265665384e-06,
"loss": 1.5011,
"step": 163
},
{
"epoch": 1.2964426877470356,
"grad_norm": 0.6803271770477295,
"learning_rate": 8.599558442598998e-06,
"loss": 1.6328,
"step": 164
},
{
"epoch": 1.3043478260869565,
"grad_norm": 0.6967841982841492,
"learning_rate": 8.141676086873572e-06,
"loss": 1.524,
"step": 165
},
{
"epoch": 1.3122529644268774,
"grad_norm": 0.6923108696937561,
"learning_rate": 7.695237378953223e-06,
"loss": 1.6087,
"step": 166
},
{
"epoch": 1.3201581027667983,
"grad_norm": 0.6514832973480225,
"learning_rate": 7.260364370723044e-06,
"loss": 1.6023,
"step": 167
},
{
"epoch": 1.3280632411067192,
"grad_norm": 0.6509909629821777,
"learning_rate": 6.837175952121306e-06,
"loss": 1.5239,
"step": 168
},
{
"epoch": 1.3359683794466404,
"grad_norm": 0.6328653693199158,
"learning_rate": 6.425787818636131e-06,
"loss": 1.5371,
"step": 169
},
{
"epoch": 1.3438735177865613,
"grad_norm": 0.6849666833877563,
"learning_rate": 6.026312439675552e-06,
"loss": 1.5266,
"step": 170
},
{
"epoch": 1.3517786561264822,
"grad_norm": 0.675087034702301,
"learning_rate": 5.6388590278194096e-06,
"loss": 1.5834,
"step": 171
},
{
"epoch": 1.359683794466403,
"grad_norm": 0.6388532519340515,
"learning_rate": 5.263533508961827e-06,
"loss": 1.5514,
"step": 172
},
{
"epoch": 1.3675889328063242,
"grad_norm": 0.6572067737579346,
"learning_rate": 4.900438493352055e-06,
"loss": 1.5335,
"step": 173
},
{
"epoch": 1.3754940711462451,
"grad_norm": 0.6312106251716614,
"learning_rate": 4.549673247541875e-06,
"loss": 1.4,
"step": 174
},
{
"epoch": 1.383399209486166,
"grad_norm": 0.6779483556747437,
"learning_rate": 4.2113336672471245e-06,
"loss": 1.6211,
"step": 175
},
{
"epoch": 1.391304347826087,
"grad_norm": 0.7150636911392212,
"learning_rate": 3.885512251130763e-06,
"loss": 1.5703,
"step": 176
},
{
"epoch": 1.3992094861660078,
"grad_norm": 0.7181360721588135,
"learning_rate": 3.5722980755146517e-06,
"loss": 1.5645,
"step": 177
},
{
"epoch": 1.4071146245059287,
"grad_norm": 0.7471019625663757,
"learning_rate": 3.271776770026963e-06,
"loss": 1.7797,
"step": 178
},
{
"epoch": 1.4150197628458498,
"grad_norm": 0.7033824920654297,
"learning_rate": 2.9840304941919415e-06,
"loss": 1.4998,
"step": 179
},
{
"epoch": 1.4229249011857708,
"grad_norm": 0.7901676893234253,
"learning_rate": 2.7091379149682685e-06,
"loss": 1.7054,
"step": 180
},
{
"epoch": 1.4308300395256917,
"grad_norm": 0.7970178723335266,
"learning_rate": 2.4471741852423237e-06,
"loss": 1.6345,
"step": 181
},
{
"epoch": 1.4387351778656128,
"grad_norm": 0.821295440196991,
"learning_rate": 2.1982109232821178e-06,
"loss": 1.5289,
"step": 182
},
{
"epoch": 1.4466403162055337,
"grad_norm": 0.8141527771949768,
"learning_rate": 1.962316193157593e-06,
"loss": 1.4823,
"step": 183
},
{
"epoch": 1.4545454545454546,
"grad_norm": 0.909451425075531,
"learning_rate": 1.7395544861325718e-06,
"loss": 1.6517,
"step": 184
},
{
"epoch": 1.4624505928853755,
"grad_norm": 0.9176106452941895,
"learning_rate": 1.5299867030334814e-06,
"loss": 1.6951,
"step": 185
},
{
"epoch": 1.4703557312252964,
"grad_norm": 0.9050935506820679,
"learning_rate": 1.333670137599713e-06,
"loss": 1.555,
"step": 186
},
{
"epoch": 1.4782608695652173,
"grad_norm": 0.9574251174926758,
"learning_rate": 1.1506584608200367e-06,
"loss": 1.4957,
"step": 187
},
{
"epoch": 1.4861660079051384,
"grad_norm": 1.1122318506240845,
"learning_rate": 9.810017062595322e-07,
"loss": 1.6216,
"step": 188
},
{
"epoch": 1.4940711462450593,
"grad_norm": 0.8216851353645325,
"learning_rate": 8.247462563808817e-07,
"loss": 1.5164,
"step": 189
},
{
"epoch": 1.5019762845849802,
"grad_norm": 0.5152871012687683,
"learning_rate": 6.819348298638839e-07,
"loss": 1.4198,
"step": 190
},
{
"epoch": 1.5098814229249014,
"grad_norm": 0.5294923782348633,
"learning_rate": 5.526064699265753e-07,
"loss": 1.4342,
"step": 191
},
{
"epoch": 1.5177865612648223,
"grad_norm": 0.5930154323577881,
"learning_rate": 4.367965336512403e-07,
"loss": 1.6225,
"step": 192
},
{
"epoch": 1.5256916996047432,
"grad_norm": 0.5818495750427246,
"learning_rate": 3.3453668231809286e-07,
"loss": 1.5699,
"step": 193
},
{
"epoch": 1.533596837944664,
"grad_norm": 0.5709719061851501,
"learning_rate": 2.458548727494292e-07,
"loss": 1.4472,
"step": 194
},
{
"epoch": 1.541501976284585,
"grad_norm": 0.6492523550987244,
"learning_rate": 1.7077534966650766e-07,
"loss": 1.6734,
"step": 195
},
{
"epoch": 1.5494071146245059,
"grad_norm": 0.583744466304779,
"learning_rate": 1.0931863906127327e-07,
"loss": 1.4661,
"step": 196
},
{
"epoch": 1.5573122529644268,
"grad_norm": 0.5916106700897217,
"learning_rate": 6.150154258476315e-08,
"loss": 1.5221,
"step": 197
},
{
"epoch": 1.5652173913043477,
"grad_norm": 0.5946465134620667,
"learning_rate": 2.7337132953697554e-08,
"loss": 1.4913,
"step": 198
},
{
"epoch": 1.5731225296442688,
"grad_norm": 0.5889039039611816,
"learning_rate": 6.834750376549792e-09,
"loss": 1.4059,
"step": 199
},
{
"epoch": 1.5810276679841897,
"grad_norm": 0.6330969333648682,
"learning_rate": 0.0,
"loss": 1.5537,
"step": 200
},
{
"epoch": 1.5810276679841897,
"eval_loss": 1.6125844717025757,
"eval_runtime": 4.8243,
"eval_samples_per_second": 44.151,
"eval_steps_per_second": 11.193,
"step": 200
}
],
"logging_steps": 1,
"max_steps": 200,
"num_input_tokens_seen": 0,
"num_train_epochs": 2,
"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": 2.0127866433306624e+16,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}