aleegis10's picture
Training in progress, step 200, checkpoint
a7b7cd4 verified
{
"best_metric": 0.6829315423965454,
"best_model_checkpoint": "miner_id_24/checkpoint-150",
"epoch": 0.09754907938056334,
"eval_steps": 50,
"global_step": 200,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.00048774539690281675,
"grad_norm": 0.42755216360092163,
"learning_rate": 1e-05,
"loss": 0.8209,
"step": 1
},
{
"epoch": 0.00048774539690281675,
"eval_loss": 1.4778821468353271,
"eval_runtime": 249.3288,
"eval_samples_per_second": 13.849,
"eval_steps_per_second": 3.465,
"step": 1
},
{
"epoch": 0.0009754907938056335,
"grad_norm": 0.4249762296676636,
"learning_rate": 2e-05,
"loss": 0.8839,
"step": 2
},
{
"epoch": 0.0014632361907084503,
"grad_norm": 0.46692362427711487,
"learning_rate": 3e-05,
"loss": 0.8946,
"step": 3
},
{
"epoch": 0.001950981587611267,
"grad_norm": 0.42918190360069275,
"learning_rate": 4e-05,
"loss": 0.891,
"step": 4
},
{
"epoch": 0.0024387269845140835,
"grad_norm": 0.4296896755695343,
"learning_rate": 5e-05,
"loss": 0.8432,
"step": 5
},
{
"epoch": 0.0029264723814169005,
"grad_norm": 0.5116732716560364,
"learning_rate": 6e-05,
"loss": 0.8429,
"step": 6
},
{
"epoch": 0.003414217778319717,
"grad_norm": 0.54510098695755,
"learning_rate": 7e-05,
"loss": 0.8155,
"step": 7
},
{
"epoch": 0.003901963175222534,
"grad_norm": 0.497958242893219,
"learning_rate": 8e-05,
"loss": 0.9446,
"step": 8
},
{
"epoch": 0.0043897085721253505,
"grad_norm": 0.5095407366752625,
"learning_rate": 9e-05,
"loss": 0.7652,
"step": 9
},
{
"epoch": 0.004877453969028167,
"grad_norm": 0.6286997199058533,
"learning_rate": 0.0001,
"loss": 0.8051,
"step": 10
},
{
"epoch": 0.005365199365930984,
"grad_norm": 0.551766037940979,
"learning_rate": 9.999316524962345e-05,
"loss": 0.84,
"step": 11
},
{
"epoch": 0.005852944762833801,
"grad_norm": 0.48569273948669434,
"learning_rate": 9.997266286704631e-05,
"loss": 0.7634,
"step": 12
},
{
"epoch": 0.0063406901597366176,
"grad_norm": 0.5907832980155945,
"learning_rate": 9.993849845741524e-05,
"loss": 0.8695,
"step": 13
},
{
"epoch": 0.006828435556639434,
"grad_norm": 0.5869553089141846,
"learning_rate": 9.989068136093873e-05,
"loss": 0.7659,
"step": 14
},
{
"epoch": 0.007316180953542251,
"grad_norm": 0.5571699142456055,
"learning_rate": 9.98292246503335e-05,
"loss": 0.7572,
"step": 15
},
{
"epoch": 0.007803926350445068,
"grad_norm": 0.682612419128418,
"learning_rate": 9.975414512725057e-05,
"loss": 0.7622,
"step": 16
},
{
"epoch": 0.008291671747347884,
"grad_norm": 0.6647069454193115,
"learning_rate": 9.966546331768191e-05,
"loss": 0.8033,
"step": 17
},
{
"epoch": 0.008779417144250701,
"grad_norm": 0.7218847870826721,
"learning_rate": 9.956320346634876e-05,
"loss": 0.749,
"step": 18
},
{
"epoch": 0.009267162541153518,
"grad_norm": 0.6879798173904419,
"learning_rate": 9.944739353007344e-05,
"loss": 0.6535,
"step": 19
},
{
"epoch": 0.009754907938056334,
"grad_norm": 0.6669095158576965,
"learning_rate": 9.931806517013612e-05,
"loss": 0.6185,
"step": 20
},
{
"epoch": 0.010242653334959152,
"grad_norm": 0.7336055040359497,
"learning_rate": 9.917525374361912e-05,
"loss": 0.7455,
"step": 21
},
{
"epoch": 0.010730398731861967,
"grad_norm": 0.7467696070671082,
"learning_rate": 9.901899829374047e-05,
"loss": 0.6521,
"step": 22
},
{
"epoch": 0.011218144128764785,
"grad_norm": 0.7632023096084595,
"learning_rate": 9.884934153917997e-05,
"loss": 0.7245,
"step": 23
},
{
"epoch": 0.011705889525667602,
"grad_norm": 0.8390482068061829,
"learning_rate": 9.86663298624003e-05,
"loss": 0.7136,
"step": 24
},
{
"epoch": 0.012193634922570418,
"grad_norm": 0.8675934076309204,
"learning_rate": 9.847001329696653e-05,
"loss": 0.6735,
"step": 25
},
{
"epoch": 0.012681380319473235,
"grad_norm": 0.9683317542076111,
"learning_rate": 9.826044551386744e-05,
"loss": 0.7933,
"step": 26
},
{
"epoch": 0.013169125716376053,
"grad_norm": 1.026005744934082,
"learning_rate": 9.803768380684242e-05,
"loss": 0.8079,
"step": 27
},
{
"epoch": 0.013656871113278868,
"grad_norm": 1.0004651546478271,
"learning_rate": 9.780178907671789e-05,
"loss": 0.7579,
"step": 28
},
{
"epoch": 0.014144616510181686,
"grad_norm": 0.9923139214515686,
"learning_rate": 9.755282581475769e-05,
"loss": 0.6652,
"step": 29
},
{
"epoch": 0.014632361907084501,
"grad_norm": 1.1677155494689941,
"learning_rate": 9.729086208503174e-05,
"loss": 0.7852,
"step": 30
},
{
"epoch": 0.015120107303987319,
"grad_norm": 1.1109479665756226,
"learning_rate": 9.701596950580806e-05,
"loss": 0.7314,
"step": 31
},
{
"epoch": 0.015607852700890136,
"grad_norm": 1.178887963294983,
"learning_rate": 9.672822322997305e-05,
"loss": 0.6344,
"step": 32
},
{
"epoch": 0.016095598097792953,
"grad_norm": 1.1039280891418457,
"learning_rate": 9.642770192448536e-05,
"loss": 0.8052,
"step": 33
},
{
"epoch": 0.016583343494695767,
"grad_norm": 0.9677231907844543,
"learning_rate": 9.611448774886924e-05,
"loss": 0.6957,
"step": 34
},
{
"epoch": 0.017071088891598585,
"grad_norm": 1.3303396701812744,
"learning_rate": 9.578866633275288e-05,
"loss": 0.7921,
"step": 35
},
{
"epoch": 0.017558834288501402,
"grad_norm": 1.3315911293029785,
"learning_rate": 9.545032675245813e-05,
"loss": 0.8033,
"step": 36
},
{
"epoch": 0.01804657968540422,
"grad_norm": 1.4298336505889893,
"learning_rate": 9.509956150664796e-05,
"loss": 0.8131,
"step": 37
},
{
"epoch": 0.018534325082307037,
"grad_norm": 1.2538775205612183,
"learning_rate": 9.473646649103818e-05,
"loss": 0.7601,
"step": 38
},
{
"epoch": 0.01902207047920985,
"grad_norm": 1.2895811796188354,
"learning_rate": 9.43611409721806e-05,
"loss": 0.7014,
"step": 39
},
{
"epoch": 0.01950981587611267,
"grad_norm": 1.301110863685608,
"learning_rate": 9.397368756032445e-05,
"loss": 0.7467,
"step": 40
},
{
"epoch": 0.019997561273015486,
"grad_norm": 1.4002180099487305,
"learning_rate": 9.357421218136386e-05,
"loss": 0.7049,
"step": 41
},
{
"epoch": 0.020485306669918303,
"grad_norm": 1.42429518699646,
"learning_rate": 9.316282404787871e-05,
"loss": 0.6995,
"step": 42
},
{
"epoch": 0.02097305206682112,
"grad_norm": 1.5314632654190063,
"learning_rate": 9.273963562927695e-05,
"loss": 0.6996,
"step": 43
},
{
"epoch": 0.021460797463723934,
"grad_norm": 1.3588933944702148,
"learning_rate": 9.230476262104677e-05,
"loss": 0.6915,
"step": 44
},
{
"epoch": 0.021948542860626752,
"grad_norm": 1.8157392740249634,
"learning_rate": 9.185832391312644e-05,
"loss": 0.7544,
"step": 45
},
{
"epoch": 0.02243628825752957,
"grad_norm": 1.422425389289856,
"learning_rate": 9.140044155740101e-05,
"loss": 0.665,
"step": 46
},
{
"epoch": 0.022924033654432387,
"grad_norm": 1.61789870262146,
"learning_rate": 9.093124073433463e-05,
"loss": 0.7163,
"step": 47
},
{
"epoch": 0.023411779051335204,
"grad_norm": 1.9989192485809326,
"learning_rate": 9.045084971874738e-05,
"loss": 0.8351,
"step": 48
},
{
"epoch": 0.02389952444823802,
"grad_norm": 1.481856346130371,
"learning_rate": 8.995939984474624e-05,
"loss": 0.4612,
"step": 49
},
{
"epoch": 0.024387269845140835,
"grad_norm": 5.016469478607178,
"learning_rate": 8.945702546981969e-05,
"loss": 1.2368,
"step": 50
},
{
"epoch": 0.024387269845140835,
"eval_loss": 0.7829228043556213,
"eval_runtime": 251.0575,
"eval_samples_per_second": 13.754,
"eval_steps_per_second": 3.441,
"step": 50
},
{
"epoch": 0.024875015242043653,
"grad_norm": 0.5631384253501892,
"learning_rate": 8.894386393810563e-05,
"loss": 0.8365,
"step": 51
},
{
"epoch": 0.02536276063894647,
"grad_norm": 0.4840724766254425,
"learning_rate": 8.842005554284296e-05,
"loss": 0.8109,
"step": 52
},
{
"epoch": 0.025850506035849288,
"grad_norm": 0.42858225107192993,
"learning_rate": 8.788574348801675e-05,
"loss": 0.8418,
"step": 53
},
{
"epoch": 0.026338251432752105,
"grad_norm": 0.3773359954357147,
"learning_rate": 8.73410738492077e-05,
"loss": 0.7861,
"step": 54
},
{
"epoch": 0.02682599682965492,
"grad_norm": 0.35703587532043457,
"learning_rate": 8.678619553365659e-05,
"loss": 0.7623,
"step": 55
},
{
"epoch": 0.027313742226557736,
"grad_norm": 0.388830304145813,
"learning_rate": 8.622126023955446e-05,
"loss": 0.7697,
"step": 56
},
{
"epoch": 0.027801487623460554,
"grad_norm": 0.4029677212238312,
"learning_rate": 8.564642241456986e-05,
"loss": 0.8793,
"step": 57
},
{
"epoch": 0.02828923302036337,
"grad_norm": 0.4202454388141632,
"learning_rate": 8.506183921362443e-05,
"loss": 0.7603,
"step": 58
},
{
"epoch": 0.02877697841726619,
"grad_norm": 0.4346356689929962,
"learning_rate": 8.44676704559283e-05,
"loss": 0.7832,
"step": 59
},
{
"epoch": 0.029264723814169002,
"grad_norm": 0.4237990081310272,
"learning_rate": 8.386407858128706e-05,
"loss": 0.7074,
"step": 60
},
{
"epoch": 0.02975246921107182,
"grad_norm": 0.4588177502155304,
"learning_rate": 8.32512286056924e-05,
"loss": 0.6918,
"step": 61
},
{
"epoch": 0.030240214607974637,
"grad_norm": 0.48189812898635864,
"learning_rate": 8.262928807620843e-05,
"loss": 0.8579,
"step": 62
},
{
"epoch": 0.030727960004877455,
"grad_norm": 0.4455983638763428,
"learning_rate": 8.199842702516583e-05,
"loss": 0.5964,
"step": 63
},
{
"epoch": 0.031215705401780272,
"grad_norm": 0.45201095938682556,
"learning_rate": 8.135881792367686e-05,
"loss": 0.7495,
"step": 64
},
{
"epoch": 0.031703450798683086,
"grad_norm": 0.5913598537445068,
"learning_rate": 8.07106356344834e-05,
"loss": 0.7466,
"step": 65
},
{
"epoch": 0.03219119619558591,
"grad_norm": 0.558763861656189,
"learning_rate": 8.005405736415126e-05,
"loss": 0.6726,
"step": 66
},
{
"epoch": 0.03267894159248872,
"grad_norm": 0.5548415184020996,
"learning_rate": 7.938926261462366e-05,
"loss": 0.6972,
"step": 67
},
{
"epoch": 0.033166686989391535,
"grad_norm": 0.5588158369064331,
"learning_rate": 7.871643313414718e-05,
"loss": 0.7348,
"step": 68
},
{
"epoch": 0.033654432386294356,
"grad_norm": 0.565741240978241,
"learning_rate": 7.803575286758364e-05,
"loss": 0.6659,
"step": 69
},
{
"epoch": 0.03414217778319717,
"grad_norm": 0.557705819606781,
"learning_rate": 7.734740790612136e-05,
"loss": 0.5816,
"step": 70
},
{
"epoch": 0.03462992318009999,
"grad_norm": 0.6664299368858337,
"learning_rate": 7.66515864363997e-05,
"loss": 0.6496,
"step": 71
},
{
"epoch": 0.035117668577002804,
"grad_norm": 0.6529439687728882,
"learning_rate": 7.594847868906076e-05,
"loss": 0.6415,
"step": 72
},
{
"epoch": 0.03560541397390562,
"grad_norm": 0.6623764634132385,
"learning_rate": 7.52382768867422e-05,
"loss": 0.5984,
"step": 73
},
{
"epoch": 0.03609315937080844,
"grad_norm": 0.7059494256973267,
"learning_rate": 7.452117519152542e-05,
"loss": 0.631,
"step": 74
},
{
"epoch": 0.03658090476771125,
"grad_norm": 0.7974410653114319,
"learning_rate": 7.379736965185368e-05,
"loss": 0.7556,
"step": 75
},
{
"epoch": 0.037068650164614074,
"grad_norm": 0.8475507497787476,
"learning_rate": 7.30670581489344e-05,
"loss": 0.6946,
"step": 76
},
{
"epoch": 0.03755639556151689,
"grad_norm": 0.9229975342750549,
"learning_rate": 7.233044034264034e-05,
"loss": 0.6986,
"step": 77
},
{
"epoch": 0.0380441409584197,
"grad_norm": 1.0926481485366821,
"learning_rate": 7.158771761692464e-05,
"loss": 0.8234,
"step": 78
},
{
"epoch": 0.03853188635532252,
"grad_norm": 1.0317264795303345,
"learning_rate": 7.083909302476453e-05,
"loss": 0.7751,
"step": 79
},
{
"epoch": 0.03901963175222534,
"grad_norm": 1.0278832912445068,
"learning_rate": 7.008477123264848e-05,
"loss": 0.5828,
"step": 80
},
{
"epoch": 0.03950737714912816,
"grad_norm": 1.0799914598464966,
"learning_rate": 6.932495846462261e-05,
"loss": 0.7043,
"step": 81
},
{
"epoch": 0.03999512254603097,
"grad_norm": 1.2069917917251587,
"learning_rate": 6.855986244591104e-05,
"loss": 0.7712,
"step": 82
},
{
"epoch": 0.040482867942933785,
"grad_norm": 1.0386675596237183,
"learning_rate": 6.778969234612584e-05,
"loss": 0.6799,
"step": 83
},
{
"epoch": 0.040970613339836606,
"grad_norm": 1.0302294492721558,
"learning_rate": 6.701465872208216e-05,
"loss": 0.6263,
"step": 84
},
{
"epoch": 0.04145835873673942,
"grad_norm": 1.1998454332351685,
"learning_rate": 6.623497346023418e-05,
"loss": 0.753,
"step": 85
},
{
"epoch": 0.04194610413364224,
"grad_norm": 1.2848238945007324,
"learning_rate": 6.545084971874738e-05,
"loss": 0.8633,
"step": 86
},
{
"epoch": 0.042433849530545055,
"grad_norm": 1.159552812576294,
"learning_rate": 6.466250186922325e-05,
"loss": 0.7037,
"step": 87
},
{
"epoch": 0.04292159492744787,
"grad_norm": 1.185767650604248,
"learning_rate": 6.387014543809223e-05,
"loss": 0.6602,
"step": 88
},
{
"epoch": 0.04340934032435069,
"grad_norm": 1.153672456741333,
"learning_rate": 6.307399704769099e-05,
"loss": 0.722,
"step": 89
},
{
"epoch": 0.043897085721253504,
"grad_norm": 1.3746973276138306,
"learning_rate": 6.227427435703997e-05,
"loss": 0.7243,
"step": 90
},
{
"epoch": 0.044384831118156325,
"grad_norm": 1.162945032119751,
"learning_rate": 6.147119600233758e-05,
"loss": 0.6855,
"step": 91
},
{
"epoch": 0.04487257651505914,
"grad_norm": 1.436776876449585,
"learning_rate": 6.066498153718735e-05,
"loss": 0.7705,
"step": 92
},
{
"epoch": 0.04536032191196195,
"grad_norm": 1.14664626121521,
"learning_rate": 5.985585137257401e-05,
"loss": 0.6167,
"step": 93
},
{
"epoch": 0.04584806730886477,
"grad_norm": 1.2447847127914429,
"learning_rate": 5.90440267166055e-05,
"loss": 0.6369,
"step": 94
},
{
"epoch": 0.04633581270576759,
"grad_norm": 1.4392436742782593,
"learning_rate": 5.8229729514036705e-05,
"loss": 0.6753,
"step": 95
},
{
"epoch": 0.04682355810267041,
"grad_norm": 1.3012615442276,
"learning_rate": 5.74131823855921e-05,
"loss": 0.5964,
"step": 96
},
{
"epoch": 0.04731130349957322,
"grad_norm": 1.672782063484192,
"learning_rate": 5.6594608567103456e-05,
"loss": 0.7482,
"step": 97
},
{
"epoch": 0.04779904889647604,
"grad_norm": 1.9180303812026978,
"learning_rate": 5.577423184847932e-05,
"loss": 0.7675,
"step": 98
},
{
"epoch": 0.04828679429337886,
"grad_norm": 2.4247143268585205,
"learning_rate": 5.495227651252315e-05,
"loss": 0.9774,
"step": 99
},
{
"epoch": 0.04877453969028167,
"grad_norm": 1.9715301990509033,
"learning_rate": 5.4128967273616625e-05,
"loss": 0.6453,
"step": 100
},
{
"epoch": 0.04877453969028167,
"eval_loss": 0.7220537066459656,
"eval_runtime": 252.6341,
"eval_samples_per_second": 13.668,
"eval_steps_per_second": 3.42,
"step": 100
},
{
"epoch": 0.04926228508718449,
"grad_norm": 0.4161648750305176,
"learning_rate": 5.330452921628497e-05,
"loss": 0.886,
"step": 101
},
{
"epoch": 0.049750030484087306,
"grad_norm": 0.35051146149635315,
"learning_rate": 5.247918773366112e-05,
"loss": 0.7691,
"step": 102
},
{
"epoch": 0.050237775880990126,
"grad_norm": 0.3567993640899658,
"learning_rate": 5.165316846586541e-05,
"loss": 0.7322,
"step": 103
},
{
"epoch": 0.05072552127789294,
"grad_norm": 0.37923744320869446,
"learning_rate": 5.0826697238317935e-05,
"loss": 0.7983,
"step": 104
},
{
"epoch": 0.051213266674795754,
"grad_norm": 0.36066076159477234,
"learning_rate": 5e-05,
"loss": 0.7976,
"step": 105
},
{
"epoch": 0.051701012071698575,
"grad_norm": 0.38446488976478577,
"learning_rate": 4.917330276168208e-05,
"loss": 0.751,
"step": 106
},
{
"epoch": 0.05218875746860139,
"grad_norm": 0.3728892505168915,
"learning_rate": 4.834683153413459e-05,
"loss": 0.8109,
"step": 107
},
{
"epoch": 0.05267650286550421,
"grad_norm": 0.4253670275211334,
"learning_rate": 4.7520812266338885e-05,
"loss": 0.8112,
"step": 108
},
{
"epoch": 0.053164248262407024,
"grad_norm": 0.4034174382686615,
"learning_rate": 4.669547078371504e-05,
"loss": 0.6981,
"step": 109
},
{
"epoch": 0.05365199365930984,
"grad_norm": 0.4255368709564209,
"learning_rate": 4.5871032726383386e-05,
"loss": 0.7126,
"step": 110
},
{
"epoch": 0.05413973905621266,
"grad_norm": 0.44515857100486755,
"learning_rate": 4.504772348747687e-05,
"loss": 0.727,
"step": 111
},
{
"epoch": 0.05462748445311547,
"grad_norm": 0.4727829694747925,
"learning_rate": 4.4225768151520694e-05,
"loss": 0.759,
"step": 112
},
{
"epoch": 0.055115229850018294,
"grad_norm": 0.4589659869670868,
"learning_rate": 4.3405391432896555e-05,
"loss": 0.6898,
"step": 113
},
{
"epoch": 0.05560297524692111,
"grad_norm": 0.498053640127182,
"learning_rate": 4.2586817614407895e-05,
"loss": 0.6972,
"step": 114
},
{
"epoch": 0.05609072064382392,
"grad_norm": 0.5529409646987915,
"learning_rate": 4.17702704859633e-05,
"loss": 0.7435,
"step": 115
},
{
"epoch": 0.05657846604072674,
"grad_norm": 0.502553403377533,
"learning_rate": 4.095597328339452e-05,
"loss": 0.6511,
"step": 116
},
{
"epoch": 0.057066211437629556,
"grad_norm": 0.5404387712478638,
"learning_rate": 4.0144148627425993e-05,
"loss": 0.6481,
"step": 117
},
{
"epoch": 0.05755395683453238,
"grad_norm": 0.5820646286010742,
"learning_rate": 3.933501846281267e-05,
"loss": 0.6155,
"step": 118
},
{
"epoch": 0.05804170223143519,
"grad_norm": 0.5800485014915466,
"learning_rate": 3.852880399766243e-05,
"loss": 0.6183,
"step": 119
},
{
"epoch": 0.058529447628338005,
"grad_norm": 0.6577337384223938,
"learning_rate": 3.772572564296005e-05,
"loss": 0.6044,
"step": 120
},
{
"epoch": 0.059017193025240826,
"grad_norm": 0.6654838919639587,
"learning_rate": 3.6926002952309016e-05,
"loss": 0.6515,
"step": 121
},
{
"epoch": 0.05950493842214364,
"grad_norm": 0.7200480103492737,
"learning_rate": 3.612985456190778e-05,
"loss": 0.6409,
"step": 122
},
{
"epoch": 0.05999268381904646,
"grad_norm": 0.6738976240158081,
"learning_rate": 3.533749813077677e-05,
"loss": 0.5441,
"step": 123
},
{
"epoch": 0.060480429215949275,
"grad_norm": 0.7650407552719116,
"learning_rate": 3.4549150281252636e-05,
"loss": 0.6873,
"step": 124
},
{
"epoch": 0.06096817461285209,
"grad_norm": 0.7669803500175476,
"learning_rate": 3.3765026539765834e-05,
"loss": 0.6336,
"step": 125
},
{
"epoch": 0.06145592000975491,
"grad_norm": 0.7825415730476379,
"learning_rate": 3.298534127791785e-05,
"loss": 0.6059,
"step": 126
},
{
"epoch": 0.06194366540665772,
"grad_norm": 0.8878684043884277,
"learning_rate": 3.221030765387417e-05,
"loss": 0.6077,
"step": 127
},
{
"epoch": 0.062431410803560544,
"grad_norm": 0.8407205939292908,
"learning_rate": 3.144013755408895e-05,
"loss": 0.631,
"step": 128
},
{
"epoch": 0.06291915620046336,
"grad_norm": 0.8824788331985474,
"learning_rate": 3.0675041535377405e-05,
"loss": 0.5548,
"step": 129
},
{
"epoch": 0.06340690159736617,
"grad_norm": 0.938753604888916,
"learning_rate": 2.991522876735154e-05,
"loss": 0.5976,
"step": 130
},
{
"epoch": 0.06389464699426899,
"grad_norm": 1.011763334274292,
"learning_rate": 2.916090697523549e-05,
"loss": 0.6762,
"step": 131
},
{
"epoch": 0.06438239239117181,
"grad_norm": 0.979924201965332,
"learning_rate": 2.8412282383075363e-05,
"loss": 0.6759,
"step": 132
},
{
"epoch": 0.06487013778807463,
"grad_norm": 0.9880190491676331,
"learning_rate": 2.766955965735968e-05,
"loss": 0.6734,
"step": 133
},
{
"epoch": 0.06535788318497744,
"grad_norm": 0.9890837669372559,
"learning_rate": 2.693294185106562e-05,
"loss": 0.6368,
"step": 134
},
{
"epoch": 0.06584562858188026,
"grad_norm": 0.99824059009552,
"learning_rate": 2.6202630348146324e-05,
"loss": 0.586,
"step": 135
},
{
"epoch": 0.06633337397878307,
"grad_norm": 0.8986355662345886,
"learning_rate": 2.547882480847461e-05,
"loss": 0.5416,
"step": 136
},
{
"epoch": 0.0668211193756859,
"grad_norm": 1.206850528717041,
"learning_rate": 2.476172311325783e-05,
"loss": 0.6797,
"step": 137
},
{
"epoch": 0.06730886477258871,
"grad_norm": 1.0518172979354858,
"learning_rate": 2.405152131093926e-05,
"loss": 0.6248,
"step": 138
},
{
"epoch": 0.06779661016949153,
"grad_norm": 1.2634769678115845,
"learning_rate": 2.3348413563600325e-05,
"loss": 0.6241,
"step": 139
},
{
"epoch": 0.06828435556639434,
"grad_norm": 1.0548444986343384,
"learning_rate": 2.2652592093878666e-05,
"loss": 0.5556,
"step": 140
},
{
"epoch": 0.06877210096329715,
"grad_norm": 1.184350609779358,
"learning_rate": 2.196424713241637e-05,
"loss": 0.5882,
"step": 141
},
{
"epoch": 0.06925984636019998,
"grad_norm": 1.2766765356063843,
"learning_rate": 2.128356686585282e-05,
"loss": 0.7174,
"step": 142
},
{
"epoch": 0.0697475917571028,
"grad_norm": 1.2047975063323975,
"learning_rate": 2.061073738537635e-05,
"loss": 0.6027,
"step": 143
},
{
"epoch": 0.07023533715400561,
"grad_norm": 1.2198841571807861,
"learning_rate": 1.9945942635848748e-05,
"loss": 0.5523,
"step": 144
},
{
"epoch": 0.07072308255090842,
"grad_norm": 1.6669135093688965,
"learning_rate": 1.928936436551661e-05,
"loss": 0.67,
"step": 145
},
{
"epoch": 0.07121082794781124,
"grad_norm": 1.6680443286895752,
"learning_rate": 1.8641182076323148e-05,
"loss": 0.6166,
"step": 146
},
{
"epoch": 0.07169857334471406,
"grad_norm": 1.3673017024993896,
"learning_rate": 1.800157297483417e-05,
"loss": 0.5009,
"step": 147
},
{
"epoch": 0.07218631874161688,
"grad_norm": 2.1820733547210693,
"learning_rate": 1.7370711923791567e-05,
"loss": 0.7683,
"step": 148
},
{
"epoch": 0.07267406413851969,
"grad_norm": 2.975788116455078,
"learning_rate": 1.6748771394307585e-05,
"loss": 0.5585,
"step": 149
},
{
"epoch": 0.0731618095354225,
"grad_norm": 3.086648941040039,
"learning_rate": 1.6135921418712956e-05,
"loss": 0.5239,
"step": 150
},
{
"epoch": 0.0731618095354225,
"eval_loss": 0.6829315423965454,
"eval_runtime": 251.633,
"eval_samples_per_second": 13.722,
"eval_steps_per_second": 3.434,
"step": 150
},
{
"epoch": 0.07364955493232532,
"grad_norm": 0.2489556521177292,
"learning_rate": 1.553232954407171e-05,
"loss": 0.8439,
"step": 151
},
{
"epoch": 0.07413730032922815,
"grad_norm": 0.2686026096343994,
"learning_rate": 1.4938160786375572e-05,
"loss": 0.7862,
"step": 152
},
{
"epoch": 0.07462504572613096,
"grad_norm": 0.29824158549308777,
"learning_rate": 1.435357758543015e-05,
"loss": 0.7672,
"step": 153
},
{
"epoch": 0.07511279112303378,
"grad_norm": 0.30238965153694153,
"learning_rate": 1.3778739760445552e-05,
"loss": 0.7349,
"step": 154
},
{
"epoch": 0.07560053651993659,
"grad_norm": 0.34403547644615173,
"learning_rate": 1.3213804466343421e-05,
"loss": 0.7646,
"step": 155
},
{
"epoch": 0.0760882819168394,
"grad_norm": 0.3634992241859436,
"learning_rate": 1.2658926150792322e-05,
"loss": 0.7325,
"step": 156
},
{
"epoch": 0.07657602731374223,
"grad_norm": 0.3693501949310303,
"learning_rate": 1.2114256511983274e-05,
"loss": 0.7153,
"step": 157
},
{
"epoch": 0.07706377271064505,
"grad_norm": 0.3857001066207886,
"learning_rate": 1.157994445715706e-05,
"loss": 0.7527,
"step": 158
},
{
"epoch": 0.07755151810754786,
"grad_norm": 0.40264785289764404,
"learning_rate": 1.1056136061894384e-05,
"loss": 0.7009,
"step": 159
},
{
"epoch": 0.07803926350445067,
"grad_norm": 0.4148149788379669,
"learning_rate": 1.0542974530180327e-05,
"loss": 0.7876,
"step": 160
},
{
"epoch": 0.07852700890135349,
"grad_norm": 0.39454057812690735,
"learning_rate": 1.0040600155253765e-05,
"loss": 0.6545,
"step": 161
},
{
"epoch": 0.07901475429825632,
"grad_norm": 0.47955575585365295,
"learning_rate": 9.549150281252633e-06,
"loss": 0.7919,
"step": 162
},
{
"epoch": 0.07950249969515913,
"grad_norm": 0.4430481791496277,
"learning_rate": 9.068759265665384e-06,
"loss": 0.6919,
"step": 163
},
{
"epoch": 0.07999024509206194,
"grad_norm": 0.47135019302368164,
"learning_rate": 8.599558442598998e-06,
"loss": 0.6977,
"step": 164
},
{
"epoch": 0.08047799048896476,
"grad_norm": 0.5089796185493469,
"learning_rate": 8.141676086873572e-06,
"loss": 0.7501,
"step": 165
},
{
"epoch": 0.08096573588586757,
"grad_norm": 0.7076864242553711,
"learning_rate": 7.695237378953223e-06,
"loss": 0.8075,
"step": 166
},
{
"epoch": 0.0814534812827704,
"grad_norm": 0.5751909613609314,
"learning_rate": 7.260364370723044e-06,
"loss": 0.7103,
"step": 167
},
{
"epoch": 0.08194122667967321,
"grad_norm": 0.5947926640510559,
"learning_rate": 6.837175952121306e-06,
"loss": 0.7587,
"step": 168
},
{
"epoch": 0.08242897207657603,
"grad_norm": 0.5765040516853333,
"learning_rate": 6.425787818636131e-06,
"loss": 0.6549,
"step": 169
},
{
"epoch": 0.08291671747347884,
"grad_norm": 0.6634975075721741,
"learning_rate": 6.026312439675552e-06,
"loss": 0.7082,
"step": 170
},
{
"epoch": 0.08340446287038165,
"grad_norm": 0.6290510892868042,
"learning_rate": 5.6388590278194096e-06,
"loss": 0.6165,
"step": 171
},
{
"epoch": 0.08389220826728448,
"grad_norm": 0.706638514995575,
"learning_rate": 5.263533508961827e-06,
"loss": 0.7422,
"step": 172
},
{
"epoch": 0.0843799536641873,
"grad_norm": 0.7100273370742798,
"learning_rate": 4.900438493352055e-06,
"loss": 0.6488,
"step": 173
},
{
"epoch": 0.08486769906109011,
"grad_norm": 0.7350596785545349,
"learning_rate": 4.549673247541875e-06,
"loss": 0.6134,
"step": 174
},
{
"epoch": 0.08535544445799292,
"grad_norm": 0.7528049349784851,
"learning_rate": 4.2113336672471245e-06,
"loss": 0.6131,
"step": 175
},
{
"epoch": 0.08584318985489574,
"grad_norm": 0.8489141464233398,
"learning_rate": 3.885512251130763e-06,
"loss": 0.6189,
"step": 176
},
{
"epoch": 0.08633093525179857,
"grad_norm": 0.8818708062171936,
"learning_rate": 3.5722980755146517e-06,
"loss": 0.6339,
"step": 177
},
{
"epoch": 0.08681868064870138,
"grad_norm": 0.881334662437439,
"learning_rate": 3.271776770026963e-06,
"loss": 0.6839,
"step": 178
},
{
"epoch": 0.0873064260456042,
"grad_norm": 0.8695350289344788,
"learning_rate": 2.9840304941919415e-06,
"loss": 0.6886,
"step": 179
},
{
"epoch": 0.08779417144250701,
"grad_norm": 0.8996140360832214,
"learning_rate": 2.7091379149682685e-06,
"loss": 0.5852,
"step": 180
},
{
"epoch": 0.08828191683940982,
"grad_norm": 0.9175009727478027,
"learning_rate": 2.4471741852423237e-06,
"loss": 0.6435,
"step": 181
},
{
"epoch": 0.08876966223631265,
"grad_norm": 1.0094784498214722,
"learning_rate": 2.1982109232821178e-06,
"loss": 0.7114,
"step": 182
},
{
"epoch": 0.08925740763321546,
"grad_norm": 1.0606130361557007,
"learning_rate": 1.962316193157593e-06,
"loss": 0.7202,
"step": 183
},
{
"epoch": 0.08974515303011828,
"grad_norm": 0.983785092830658,
"learning_rate": 1.7395544861325718e-06,
"loss": 0.571,
"step": 184
},
{
"epoch": 0.09023289842702109,
"grad_norm": 1.2475382089614868,
"learning_rate": 1.5299867030334814e-06,
"loss": 0.7458,
"step": 185
},
{
"epoch": 0.0907206438239239,
"grad_norm": 1.212286353111267,
"learning_rate": 1.333670137599713e-06,
"loss": 0.639,
"step": 186
},
{
"epoch": 0.09120838922082673,
"grad_norm": 1.2203342914581299,
"learning_rate": 1.1506584608200367e-06,
"loss": 0.6917,
"step": 187
},
{
"epoch": 0.09169613461772955,
"grad_norm": 1.1570426225662231,
"learning_rate": 9.810017062595322e-07,
"loss": 0.7431,
"step": 188
},
{
"epoch": 0.09218388001463236,
"grad_norm": 1.4021419286727905,
"learning_rate": 8.247462563808817e-07,
"loss": 0.8602,
"step": 189
},
{
"epoch": 0.09267162541153517,
"grad_norm": 1.5850142240524292,
"learning_rate": 6.819348298638839e-07,
"loss": 0.7399,
"step": 190
},
{
"epoch": 0.09315937080843799,
"grad_norm": 1.0403721332550049,
"learning_rate": 5.526064699265753e-07,
"loss": 0.5372,
"step": 191
},
{
"epoch": 0.09364711620534082,
"grad_norm": 1.275734305381775,
"learning_rate": 4.367965336512403e-07,
"loss": 0.6592,
"step": 192
},
{
"epoch": 0.09413486160224363,
"grad_norm": 1.2790805101394653,
"learning_rate": 3.3453668231809286e-07,
"loss": 0.6199,
"step": 193
},
{
"epoch": 0.09462260699914644,
"grad_norm": 1.175279140472412,
"learning_rate": 2.458548727494292e-07,
"loss": 0.573,
"step": 194
},
{
"epoch": 0.09511035239604926,
"grad_norm": 1.4071108102798462,
"learning_rate": 1.7077534966650766e-07,
"loss": 0.6917,
"step": 195
},
{
"epoch": 0.09559809779295209,
"grad_norm": 1.5487494468688965,
"learning_rate": 1.0931863906127327e-07,
"loss": 0.702,
"step": 196
},
{
"epoch": 0.0960858431898549,
"grad_norm": 1.5550881624221802,
"learning_rate": 6.150154258476315e-08,
"loss": 0.7165,
"step": 197
},
{
"epoch": 0.09657358858675771,
"grad_norm": 1.708490014076233,
"learning_rate": 2.7337132953697554e-08,
"loss": 0.546,
"step": 198
},
{
"epoch": 0.09706133398366053,
"grad_norm": 3.0243024826049805,
"learning_rate": 6.834750376549792e-09,
"loss": 1.0006,
"step": 199
},
{
"epoch": 0.09754907938056334,
"grad_norm": 3.116490125656128,
"learning_rate": 0.0,
"loss": 0.697,
"step": 200
},
{
"epoch": 0.09754907938056334,
"eval_loss": 0.6851520538330078,
"eval_runtime": 252.1622,
"eval_samples_per_second": 13.694,
"eval_steps_per_second": 3.426,
"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": 1
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 2.929090691806003e+17,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}