ancient41's picture
Training in progress, step 200, checkpoint
b0cc1d4 verified
raw
history blame
36.5 kB
{
"best_metric": 0.4990880787372589,
"best_model_checkpoint": "miner_id_24/checkpoint-200",
"epoch": 0.22605255721955356,
"eval_steps": 50,
"global_step": 200,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0011302627860977678,
"grad_norm": 793.308837890625,
"learning_rate": 1e-05,
"loss": 11.6478,
"step": 1
},
{
"epoch": 0.0011302627860977678,
"eval_loss": 3.2303900718688965,
"eval_runtime": 105.0885,
"eval_samples_per_second": 14.179,
"eval_steps_per_second": 3.549,
"step": 1
},
{
"epoch": 0.0022605255721955355,
"grad_norm": 1157.48828125,
"learning_rate": 2e-05,
"loss": 12.4896,
"step": 2
},
{
"epoch": 0.003390788358293303,
"grad_norm": 131.5410919189453,
"learning_rate": 3e-05,
"loss": 9.1943,
"step": 3
},
{
"epoch": 0.004521051144391071,
"grad_norm": 68.70294952392578,
"learning_rate": 4e-05,
"loss": 5.6464,
"step": 4
},
{
"epoch": 0.005651313930488839,
"grad_norm": 148.5250244140625,
"learning_rate": 5e-05,
"loss": 4.9647,
"step": 5
},
{
"epoch": 0.006781576716586606,
"grad_norm": 39.88493728637695,
"learning_rate": 6e-05,
"loss": 3.6084,
"step": 6
},
{
"epoch": 0.007911839502684374,
"grad_norm": 13.25629711151123,
"learning_rate": 7e-05,
"loss": 3.0777,
"step": 7
},
{
"epoch": 0.009042102288782142,
"grad_norm": 15.91224193572998,
"learning_rate": 8e-05,
"loss": 2.9451,
"step": 8
},
{
"epoch": 0.010172365074879909,
"grad_norm": 17.490968704223633,
"learning_rate": 9e-05,
"loss": 2.8105,
"step": 9
},
{
"epoch": 0.011302627860977677,
"grad_norm": 9.884227752685547,
"learning_rate": 0.0001,
"loss": 2.7296,
"step": 10
},
{
"epoch": 0.012432890647075446,
"grad_norm": 10.834426879882812,
"learning_rate": 9.999316524962345e-05,
"loss": 2.697,
"step": 11
},
{
"epoch": 0.013563153433173212,
"grad_norm": 40.39820861816406,
"learning_rate": 9.997266286704631e-05,
"loss": 3.3782,
"step": 12
},
{
"epoch": 0.01469341621927098,
"grad_norm": 10.876916885375977,
"learning_rate": 9.993849845741524e-05,
"loss": 2.8799,
"step": 13
},
{
"epoch": 0.015823679005368747,
"grad_norm": 6.255303382873535,
"learning_rate": 9.989068136093873e-05,
"loss": 2.7307,
"step": 14
},
{
"epoch": 0.016953941791466517,
"grad_norm": 5.4854416847229,
"learning_rate": 9.98292246503335e-05,
"loss": 2.6597,
"step": 15
},
{
"epoch": 0.018084204577564284,
"grad_norm": 8.040909767150879,
"learning_rate": 9.975414512725057e-05,
"loss": 2.669,
"step": 16
},
{
"epoch": 0.01921446736366205,
"grad_norm": 5.405959606170654,
"learning_rate": 9.966546331768191e-05,
"loss": 2.6124,
"step": 17
},
{
"epoch": 0.020344730149759818,
"grad_norm": 6.204880237579346,
"learning_rate": 9.956320346634876e-05,
"loss": 2.6543,
"step": 18
},
{
"epoch": 0.021474992935857588,
"grad_norm": 5.449324607849121,
"learning_rate": 9.944739353007344e-05,
"loss": 2.7599,
"step": 19
},
{
"epoch": 0.022605255721955354,
"grad_norm": 5.886956691741943,
"learning_rate": 9.931806517013612e-05,
"loss": 2.7869,
"step": 20
},
{
"epoch": 0.02373551850805312,
"grad_norm": 4.629397392272949,
"learning_rate": 9.917525374361912e-05,
"loss": 2.757,
"step": 21
},
{
"epoch": 0.02486578129415089,
"grad_norm": 4.251619815826416,
"learning_rate": 9.901899829374047e-05,
"loss": 2.5278,
"step": 22
},
{
"epoch": 0.025996044080248658,
"grad_norm": 5.332093715667725,
"learning_rate": 9.884934153917997e-05,
"loss": 2.7128,
"step": 23
},
{
"epoch": 0.027126306866346424,
"grad_norm": 4.628209590911865,
"learning_rate": 9.86663298624003e-05,
"loss": 2.6893,
"step": 24
},
{
"epoch": 0.028256569652444195,
"grad_norm": 5.050840377807617,
"learning_rate": 9.847001329696653e-05,
"loss": 2.873,
"step": 25
},
{
"epoch": 0.02938683243854196,
"grad_norm": 15.831549644470215,
"learning_rate": 9.826044551386744e-05,
"loss": 2.764,
"step": 26
},
{
"epoch": 0.030517095224639728,
"grad_norm": 5.640730857849121,
"learning_rate": 9.803768380684242e-05,
"loss": 2.8243,
"step": 27
},
{
"epoch": 0.031647358010737495,
"grad_norm": 4.622921943664551,
"learning_rate": 9.780178907671789e-05,
"loss": 2.8895,
"step": 28
},
{
"epoch": 0.032777620796835265,
"grad_norm": 3.4673752784729004,
"learning_rate": 9.755282581475769e-05,
"loss": 2.6753,
"step": 29
},
{
"epoch": 0.033907883582933035,
"grad_norm": 4.400412559509277,
"learning_rate": 9.729086208503174e-05,
"loss": 2.918,
"step": 30
},
{
"epoch": 0.0350381463690308,
"grad_norm": 30.6713809967041,
"learning_rate": 9.701596950580806e-05,
"loss": 2.8105,
"step": 31
},
{
"epoch": 0.03616840915512857,
"grad_norm": 4.252901077270508,
"learning_rate": 9.672822322997305e-05,
"loss": 2.8125,
"step": 32
},
{
"epoch": 0.03729867194122634,
"grad_norm": 4.446712970733643,
"learning_rate": 9.642770192448536e-05,
"loss": 2.7987,
"step": 33
},
{
"epoch": 0.0384289347273241,
"grad_norm": 4.5988688468933105,
"learning_rate": 9.611448774886924e-05,
"loss": 2.8463,
"step": 34
},
{
"epoch": 0.03955919751342187,
"grad_norm": 3.57090163230896,
"learning_rate": 9.578866633275288e-05,
"loss": 2.8395,
"step": 35
},
{
"epoch": 0.040689460299519635,
"grad_norm": 5.003127574920654,
"learning_rate": 9.545032675245813e-05,
"loss": 2.8054,
"step": 36
},
{
"epoch": 0.041819723085617405,
"grad_norm": 4.430306911468506,
"learning_rate": 9.509956150664796e-05,
"loss": 2.9095,
"step": 37
},
{
"epoch": 0.042949985871715175,
"grad_norm": 3.776151180267334,
"learning_rate": 9.473646649103818e-05,
"loss": 2.7794,
"step": 38
},
{
"epoch": 0.04408024865781294,
"grad_norm": 4.0163373947143555,
"learning_rate": 9.43611409721806e-05,
"loss": 2.8656,
"step": 39
},
{
"epoch": 0.04521051144391071,
"grad_norm": 3.8399384021759033,
"learning_rate": 9.397368756032445e-05,
"loss": 2.8012,
"step": 40
},
{
"epoch": 0.04634077423000848,
"grad_norm": 3.859337568283081,
"learning_rate": 9.357421218136386e-05,
"loss": 2.9344,
"step": 41
},
{
"epoch": 0.04747103701610624,
"grad_norm": 3.8300116062164307,
"learning_rate": 9.316282404787871e-05,
"loss": 2.8931,
"step": 42
},
{
"epoch": 0.04860129980220401,
"grad_norm": 3.786048412322998,
"learning_rate": 9.273963562927695e-05,
"loss": 2.8088,
"step": 43
},
{
"epoch": 0.04973156258830178,
"grad_norm": 3.4179418087005615,
"learning_rate": 9.230476262104677e-05,
"loss": 2.8516,
"step": 44
},
{
"epoch": 0.050861825374399545,
"grad_norm": 3.5727052688598633,
"learning_rate": 9.185832391312644e-05,
"loss": 2.7993,
"step": 45
},
{
"epoch": 0.051992088160497316,
"grad_norm": 3.7449238300323486,
"learning_rate": 9.140044155740101e-05,
"loss": 2.1631,
"step": 46
},
{
"epoch": 0.053122350946595086,
"grad_norm": 3.2603912353515625,
"learning_rate": 9.093124073433463e-05,
"loss": 1.8704,
"step": 47
},
{
"epoch": 0.05425261373269285,
"grad_norm": 2.6630172729492188,
"learning_rate": 9.045084971874738e-05,
"loss": 1.6844,
"step": 48
},
{
"epoch": 0.05538287651879062,
"grad_norm": 3.6026859283447266,
"learning_rate": 8.995939984474624e-05,
"loss": 2.0858,
"step": 49
},
{
"epoch": 0.05651313930488839,
"grad_norm": 3.2763783931732178,
"learning_rate": 8.945702546981969e-05,
"loss": 1.8216,
"step": 50
},
{
"epoch": 0.05651313930488839,
"eval_loss": 0.6686553955078125,
"eval_runtime": 106.943,
"eval_samples_per_second": 13.933,
"eval_steps_per_second": 3.488,
"step": 50
},
{
"epoch": 0.05764340209098615,
"grad_norm": 7.047059535980225,
"learning_rate": 8.894386393810563e-05,
"loss": 2.3943,
"step": 51
},
{
"epoch": 0.05877366487708392,
"grad_norm": 3.35186767578125,
"learning_rate": 8.842005554284296e-05,
"loss": 2.1352,
"step": 52
},
{
"epoch": 0.05990392766318169,
"grad_norm": 3.5137863159179688,
"learning_rate": 8.788574348801675e-05,
"loss": 2.2424,
"step": 53
},
{
"epoch": 0.061034190449279456,
"grad_norm": 3.1273257732391357,
"learning_rate": 8.73410738492077e-05,
"loss": 2.1845,
"step": 54
},
{
"epoch": 0.062164453235377226,
"grad_norm": 3.170482635498047,
"learning_rate": 8.678619553365659e-05,
"loss": 2.2313,
"step": 55
},
{
"epoch": 0.06329471602147499,
"grad_norm": 2.9466161727905273,
"learning_rate": 8.622126023955446e-05,
"loss": 2.2675,
"step": 56
},
{
"epoch": 0.06442497880757277,
"grad_norm": 3.1644484996795654,
"learning_rate": 8.564642241456986e-05,
"loss": 2.277,
"step": 57
},
{
"epoch": 0.06555524159367053,
"grad_norm": 2.9599294662475586,
"learning_rate": 8.506183921362443e-05,
"loss": 2.2118,
"step": 58
},
{
"epoch": 0.06668550437976829,
"grad_norm": 4.45035982131958,
"learning_rate": 8.44676704559283e-05,
"loss": 2.45,
"step": 59
},
{
"epoch": 0.06781576716586607,
"grad_norm": 3.307894468307495,
"learning_rate": 8.386407858128706e-05,
"loss": 2.4022,
"step": 60
},
{
"epoch": 0.06894602995196383,
"grad_norm": 3.315178155899048,
"learning_rate": 8.32512286056924e-05,
"loss": 2.3148,
"step": 61
},
{
"epoch": 0.0700762927380616,
"grad_norm": 3.3259332180023193,
"learning_rate": 8.262928807620843e-05,
"loss": 2.3667,
"step": 62
},
{
"epoch": 0.07120655552415937,
"grad_norm": 3.088707208633423,
"learning_rate": 8.199842702516583e-05,
"loss": 2.2734,
"step": 63
},
{
"epoch": 0.07233681831025714,
"grad_norm": 4.132589340209961,
"learning_rate": 8.135881792367686e-05,
"loss": 2.4403,
"step": 64
},
{
"epoch": 0.0734670810963549,
"grad_norm": 4.20663595199585,
"learning_rate": 8.07106356344834e-05,
"loss": 2.4266,
"step": 65
},
{
"epoch": 0.07459734388245268,
"grad_norm": 3.900576114654541,
"learning_rate": 8.005405736415126e-05,
"loss": 2.4775,
"step": 66
},
{
"epoch": 0.07572760666855044,
"grad_norm": 3.7162678241729736,
"learning_rate": 7.938926261462366e-05,
"loss": 2.4847,
"step": 67
},
{
"epoch": 0.0768578694546482,
"grad_norm": 3.464790105819702,
"learning_rate": 7.871643313414718e-05,
"loss": 2.3735,
"step": 68
},
{
"epoch": 0.07798813224074597,
"grad_norm": 3.6781411170959473,
"learning_rate": 7.803575286758364e-05,
"loss": 2.4899,
"step": 69
},
{
"epoch": 0.07911839502684374,
"grad_norm": 3.7448372840881348,
"learning_rate": 7.734740790612136e-05,
"loss": 2.4988,
"step": 70
},
{
"epoch": 0.0802486578129415,
"grad_norm": 3.722891330718994,
"learning_rate": 7.66515864363997e-05,
"loss": 2.5031,
"step": 71
},
{
"epoch": 0.08137892059903927,
"grad_norm": 3.3679347038269043,
"learning_rate": 7.594847868906076e-05,
"loss": 2.4905,
"step": 72
},
{
"epoch": 0.08250918338513705,
"grad_norm": 3.2018232345581055,
"learning_rate": 7.52382768867422e-05,
"loss": 2.5374,
"step": 73
},
{
"epoch": 0.08363944617123481,
"grad_norm": 4.144588470458984,
"learning_rate": 7.452117519152542e-05,
"loss": 2.5555,
"step": 74
},
{
"epoch": 0.08476970895733257,
"grad_norm": 3.0146422386169434,
"learning_rate": 7.379736965185368e-05,
"loss": 2.5006,
"step": 75
},
{
"epoch": 0.08589997174343035,
"grad_norm": 3.384679079055786,
"learning_rate": 7.30670581489344e-05,
"loss": 2.6001,
"step": 76
},
{
"epoch": 0.08703023452952811,
"grad_norm": 3.17840576171875,
"learning_rate": 7.233044034264034e-05,
"loss": 2.5854,
"step": 77
},
{
"epoch": 0.08816049731562588,
"grad_norm": 3.397296905517578,
"learning_rate": 7.158771761692464e-05,
"loss": 2.5631,
"step": 78
},
{
"epoch": 0.08929076010172365,
"grad_norm": 3.4653842449188232,
"learning_rate": 7.083909302476453e-05,
"loss": 2.6416,
"step": 79
},
{
"epoch": 0.09042102288782142,
"grad_norm": 3.1254074573516846,
"learning_rate": 7.008477123264848e-05,
"loss": 2.5894,
"step": 80
},
{
"epoch": 0.09155128567391918,
"grad_norm": 3.4320321083068848,
"learning_rate": 6.932495846462261e-05,
"loss": 2.68,
"step": 81
},
{
"epoch": 0.09268154846001696,
"grad_norm": 3.4371142387390137,
"learning_rate": 6.855986244591104e-05,
"loss": 2.544,
"step": 82
},
{
"epoch": 0.09381181124611472,
"grad_norm": 3.5839908123016357,
"learning_rate": 6.778969234612584e-05,
"loss": 2.7267,
"step": 83
},
{
"epoch": 0.09494207403221248,
"grad_norm": 3.330444097518921,
"learning_rate": 6.701465872208216e-05,
"loss": 2.6227,
"step": 84
},
{
"epoch": 0.09607233681831026,
"grad_norm": 3.0069053173065186,
"learning_rate": 6.623497346023418e-05,
"loss": 2.6964,
"step": 85
},
{
"epoch": 0.09720259960440802,
"grad_norm": 3.130023956298828,
"learning_rate": 6.545084971874738e-05,
"loss": 2.7333,
"step": 86
},
{
"epoch": 0.09833286239050579,
"grad_norm": 3.0710136890411377,
"learning_rate": 6.466250186922325e-05,
"loss": 2.6722,
"step": 87
},
{
"epoch": 0.09946312517660356,
"grad_norm": 2.988614320755005,
"learning_rate": 6.387014543809223e-05,
"loss": 2.5794,
"step": 88
},
{
"epoch": 0.10059338796270133,
"grad_norm": 3.1522057056427,
"learning_rate": 6.307399704769099e-05,
"loss": 2.6536,
"step": 89
},
{
"epoch": 0.10172365074879909,
"grad_norm": 3.2672934532165527,
"learning_rate": 6.227427435703997e-05,
"loss": 2.6735,
"step": 90
},
{
"epoch": 0.10285391353489687,
"grad_norm": 3.3788697719573975,
"learning_rate": 6.147119600233758e-05,
"loss": 2.6591,
"step": 91
},
{
"epoch": 0.10398417632099463,
"grad_norm": 4.3577046394348145,
"learning_rate": 6.066498153718735e-05,
"loss": 2.6826,
"step": 92
},
{
"epoch": 0.1051144391070924,
"grad_norm": 3.8894002437591553,
"learning_rate": 5.985585137257401e-05,
"loss": 2.7146,
"step": 93
},
{
"epoch": 0.10624470189319017,
"grad_norm": 3.9112329483032227,
"learning_rate": 5.90440267166055e-05,
"loss": 2.4512,
"step": 94
},
{
"epoch": 0.10737496467928793,
"grad_norm": 3.968187093734741,
"learning_rate": 5.8229729514036705e-05,
"loss": 2.336,
"step": 95
},
{
"epoch": 0.1085052274653857,
"grad_norm": 3.755615234375,
"learning_rate": 5.74131823855921e-05,
"loss": 1.8332,
"step": 96
},
{
"epoch": 0.10963549025148348,
"grad_norm": 3.6911725997924805,
"learning_rate": 5.6594608567103456e-05,
"loss": 2.0493,
"step": 97
},
{
"epoch": 0.11076575303758124,
"grad_norm": 4.834873199462891,
"learning_rate": 5.577423184847932e-05,
"loss": 2.0833,
"step": 98
},
{
"epoch": 0.111896015823679,
"grad_norm": 3.7316572666168213,
"learning_rate": 5.495227651252315e-05,
"loss": 1.7376,
"step": 99
},
{
"epoch": 0.11302627860977678,
"grad_norm": 3.422861099243164,
"learning_rate": 5.4128967273616625e-05,
"loss": 1.6723,
"step": 100
},
{
"epoch": 0.11302627860977678,
"eval_loss": 0.6681632995605469,
"eval_runtime": 106.9564,
"eval_samples_per_second": 13.931,
"eval_steps_per_second": 3.487,
"step": 100
},
{
"epoch": 0.11415654139587454,
"grad_norm": 16.275606155395508,
"learning_rate": 5.330452921628497e-05,
"loss": 2.6182,
"step": 101
},
{
"epoch": 0.1152868041819723,
"grad_norm": 4.1765007972717285,
"learning_rate": 5.247918773366112e-05,
"loss": 2.0952,
"step": 102
},
{
"epoch": 0.11641706696807008,
"grad_norm": 3.4742538928985596,
"learning_rate": 5.165316846586541e-05,
"loss": 2.2209,
"step": 103
},
{
"epoch": 0.11754732975416785,
"grad_norm": 3.0022151470184326,
"learning_rate": 5.0826697238317935e-05,
"loss": 2.0823,
"step": 104
},
{
"epoch": 0.11867759254026561,
"grad_norm": 2.934873580932617,
"learning_rate": 5e-05,
"loss": 2.1102,
"step": 105
},
{
"epoch": 0.11980785532636339,
"grad_norm": 2.680055856704712,
"learning_rate": 4.917330276168208e-05,
"loss": 2.1372,
"step": 106
},
{
"epoch": 0.12093811811246115,
"grad_norm": 3.125109910964966,
"learning_rate": 4.834683153413459e-05,
"loss": 2.202,
"step": 107
},
{
"epoch": 0.12206838089855891,
"grad_norm": 2.8300929069519043,
"learning_rate": 4.7520812266338885e-05,
"loss": 2.1718,
"step": 108
},
{
"epoch": 0.12319864368465669,
"grad_norm": 2.915879487991333,
"learning_rate": 4.669547078371504e-05,
"loss": 2.2386,
"step": 109
},
{
"epoch": 0.12432890647075445,
"grad_norm": 3.2553791999816895,
"learning_rate": 4.5871032726383386e-05,
"loss": 2.2011,
"step": 110
},
{
"epoch": 0.12545916925685222,
"grad_norm": 2.899535655975342,
"learning_rate": 4.504772348747687e-05,
"loss": 2.2135,
"step": 111
},
{
"epoch": 0.12658943204294998,
"grad_norm": 3.284808397293091,
"learning_rate": 4.4225768151520694e-05,
"loss": 2.188,
"step": 112
},
{
"epoch": 0.12771969482904774,
"grad_norm": 3.352341890335083,
"learning_rate": 4.3405391432896555e-05,
"loss": 2.178,
"step": 113
},
{
"epoch": 0.12884995761514553,
"grad_norm": 3.7331926822662354,
"learning_rate": 4.2586817614407895e-05,
"loss": 2.2221,
"step": 114
},
{
"epoch": 0.1299802204012433,
"grad_norm": 3.1759157180786133,
"learning_rate": 4.17702704859633e-05,
"loss": 2.3129,
"step": 115
},
{
"epoch": 0.13111048318734106,
"grad_norm": 3.436264991760254,
"learning_rate": 4.095597328339452e-05,
"loss": 2.2705,
"step": 116
},
{
"epoch": 0.13224074597343882,
"grad_norm": 3.4234917163848877,
"learning_rate": 4.0144148627425993e-05,
"loss": 2.2061,
"step": 117
},
{
"epoch": 0.13337100875953659,
"grad_norm": 3.3926892280578613,
"learning_rate": 3.933501846281267e-05,
"loss": 2.1699,
"step": 118
},
{
"epoch": 0.13450127154563435,
"grad_norm": 3.6119637489318848,
"learning_rate": 3.852880399766243e-05,
"loss": 2.3081,
"step": 119
},
{
"epoch": 0.13563153433173214,
"grad_norm": 3.3186254501342773,
"learning_rate": 3.772572564296005e-05,
"loss": 2.2294,
"step": 120
},
{
"epoch": 0.1367617971178299,
"grad_norm": 6.492986679077148,
"learning_rate": 3.6926002952309016e-05,
"loss": 2.1599,
"step": 121
},
{
"epoch": 0.13789205990392767,
"grad_norm": 6.589293003082275,
"learning_rate": 3.612985456190778e-05,
"loss": 2.1454,
"step": 122
},
{
"epoch": 0.13902232269002543,
"grad_norm": 4.570013523101807,
"learning_rate": 3.533749813077677e-05,
"loss": 2.3173,
"step": 123
},
{
"epoch": 0.1401525854761232,
"grad_norm": 4.838213920593262,
"learning_rate": 3.4549150281252636e-05,
"loss": 2.3184,
"step": 124
},
{
"epoch": 0.14128284826222096,
"grad_norm": 4.959200382232666,
"learning_rate": 3.3765026539765834e-05,
"loss": 2.5199,
"step": 125
},
{
"epoch": 0.14241311104831875,
"grad_norm": 4.407459735870361,
"learning_rate": 3.298534127791785e-05,
"loss": 2.3,
"step": 126
},
{
"epoch": 0.1435433738344165,
"grad_norm": 3.736240863800049,
"learning_rate": 3.221030765387417e-05,
"loss": 2.2689,
"step": 127
},
{
"epoch": 0.14467363662051427,
"grad_norm": 4.1755499839782715,
"learning_rate": 3.144013755408895e-05,
"loss": 2.2715,
"step": 128
},
{
"epoch": 0.14580389940661204,
"grad_norm": 4.146841526031494,
"learning_rate": 3.0675041535377405e-05,
"loss": 2.4181,
"step": 129
},
{
"epoch": 0.1469341621927098,
"grad_norm": 3.944537878036499,
"learning_rate": 2.991522876735154e-05,
"loss": 2.3404,
"step": 130
},
{
"epoch": 0.14806442497880756,
"grad_norm": 4.004812717437744,
"learning_rate": 2.916090697523549e-05,
"loss": 2.3455,
"step": 131
},
{
"epoch": 0.14919468776490535,
"grad_norm": 3.948227643966675,
"learning_rate": 2.8412282383075363e-05,
"loss": 2.3792,
"step": 132
},
{
"epoch": 0.15032495055100312,
"grad_norm": 4.254145622253418,
"learning_rate": 2.766955965735968e-05,
"loss": 2.3458,
"step": 133
},
{
"epoch": 0.15145521333710088,
"grad_norm": 4.3584489822387695,
"learning_rate": 2.693294185106562e-05,
"loss": 2.3267,
"step": 134
},
{
"epoch": 0.15258547612319864,
"grad_norm": 71.25342559814453,
"learning_rate": 2.6202630348146324e-05,
"loss": 2.4236,
"step": 135
},
{
"epoch": 0.1537157389092964,
"grad_norm": 4.867519378662109,
"learning_rate": 2.547882480847461e-05,
"loss": 2.4106,
"step": 136
},
{
"epoch": 0.15484600169539417,
"grad_norm": 4.014800071716309,
"learning_rate": 2.476172311325783e-05,
"loss": 2.3574,
"step": 137
},
{
"epoch": 0.15597626448149193,
"grad_norm": 4.19603967666626,
"learning_rate": 2.405152131093926e-05,
"loss": 2.3052,
"step": 138
},
{
"epoch": 0.15710652726758972,
"grad_norm": 3.980522394180298,
"learning_rate": 2.3348413563600325e-05,
"loss": 2.3863,
"step": 139
},
{
"epoch": 0.1582367900536875,
"grad_norm": 4.300126075744629,
"learning_rate": 2.2652592093878666e-05,
"loss": 2.3,
"step": 140
},
{
"epoch": 0.15936705283978525,
"grad_norm": 4.201720714569092,
"learning_rate": 2.196424713241637e-05,
"loss": 2.3632,
"step": 141
},
{
"epoch": 0.160497315625883,
"grad_norm": 4.213210105895996,
"learning_rate": 2.128356686585282e-05,
"loss": 2.3081,
"step": 142
},
{
"epoch": 0.16162757841198078,
"grad_norm": 4.087728023529053,
"learning_rate": 2.061073738537635e-05,
"loss": 2.3772,
"step": 143
},
{
"epoch": 0.16275784119807854,
"grad_norm": 4.17429256439209,
"learning_rate": 1.9945942635848748e-05,
"loss": 2.2332,
"step": 144
},
{
"epoch": 0.16388810398417633,
"grad_norm": 32.03535079956055,
"learning_rate": 1.928936436551661e-05,
"loss": 2.3299,
"step": 145
},
{
"epoch": 0.1650183667702741,
"grad_norm": 3.815634250640869,
"learning_rate": 1.8641182076323148e-05,
"loss": 1.8767,
"step": 146
},
{
"epoch": 0.16614862955637186,
"grad_norm": 3.9861598014831543,
"learning_rate": 1.800157297483417e-05,
"loss": 1.9595,
"step": 147
},
{
"epoch": 0.16727889234246962,
"grad_norm": 3.215773820877075,
"learning_rate": 1.7370711923791567e-05,
"loss": 1.2479,
"step": 148
},
{
"epoch": 0.16840915512856738,
"grad_norm": 4.380100727081299,
"learning_rate": 1.6748771394307585e-05,
"loss": 1.4794,
"step": 149
},
{
"epoch": 0.16953941791466515,
"grad_norm": 5.661203384399414,
"learning_rate": 1.6135921418712956e-05,
"loss": 1.6155,
"step": 150
},
{
"epoch": 0.16953941791466515,
"eval_loss": 0.5321376919746399,
"eval_runtime": 107.0082,
"eval_samples_per_second": 13.924,
"eval_steps_per_second": 3.486,
"step": 150
},
{
"epoch": 0.17066968070076294,
"grad_norm": 4.0639448165893555,
"learning_rate": 1.553232954407171e-05,
"loss": 1.7854,
"step": 151
},
{
"epoch": 0.1717999434868607,
"grad_norm": 3.7527544498443604,
"learning_rate": 1.4938160786375572e-05,
"loss": 1.7949,
"step": 152
},
{
"epoch": 0.17293020627295846,
"grad_norm": 3.401926040649414,
"learning_rate": 1.435357758543015e-05,
"loss": 1.8728,
"step": 153
},
{
"epoch": 0.17406046905905623,
"grad_norm": 3.0918359756469727,
"learning_rate": 1.3778739760445552e-05,
"loss": 1.8445,
"step": 154
},
{
"epoch": 0.175190731845154,
"grad_norm": 3.305948257446289,
"learning_rate": 1.3213804466343421e-05,
"loss": 1.8828,
"step": 155
},
{
"epoch": 0.17632099463125175,
"grad_norm": 3.3237850666046143,
"learning_rate": 1.2658926150792322e-05,
"loss": 1.8848,
"step": 156
},
{
"epoch": 0.17745125741734954,
"grad_norm": 3.204007625579834,
"learning_rate": 1.2114256511983274e-05,
"loss": 1.9301,
"step": 157
},
{
"epoch": 0.1785815202034473,
"grad_norm": 3.569727897644043,
"learning_rate": 1.157994445715706e-05,
"loss": 1.9573,
"step": 158
},
{
"epoch": 0.17971178298954507,
"grad_norm": 3.3018102645874023,
"learning_rate": 1.1056136061894384e-05,
"loss": 1.956,
"step": 159
},
{
"epoch": 0.18084204577564283,
"grad_norm": 3.490227222442627,
"learning_rate": 1.0542974530180327e-05,
"loss": 1.9984,
"step": 160
},
{
"epoch": 0.1819723085617406,
"grad_norm": 3.7662785053253174,
"learning_rate": 1.0040600155253765e-05,
"loss": 1.8805,
"step": 161
},
{
"epoch": 0.18310257134783836,
"grad_norm": 5.533053398132324,
"learning_rate": 9.549150281252633e-06,
"loss": 2.0122,
"step": 162
},
{
"epoch": 0.18423283413393615,
"grad_norm": 3.6119303703308105,
"learning_rate": 9.068759265665384e-06,
"loss": 2.0218,
"step": 163
},
{
"epoch": 0.18536309692003392,
"grad_norm": 4.0362114906311035,
"learning_rate": 8.599558442598998e-06,
"loss": 2.0482,
"step": 164
},
{
"epoch": 0.18649335970613168,
"grad_norm": 3.3141212463378906,
"learning_rate": 8.141676086873572e-06,
"loss": 2.0138,
"step": 165
},
{
"epoch": 0.18762362249222944,
"grad_norm": 3.58904767036438,
"learning_rate": 7.695237378953223e-06,
"loss": 2.0008,
"step": 166
},
{
"epoch": 0.1887538852783272,
"grad_norm": 3.3046603202819824,
"learning_rate": 7.260364370723044e-06,
"loss": 2.0476,
"step": 167
},
{
"epoch": 0.18988414806442497,
"grad_norm": 3.4850704669952393,
"learning_rate": 6.837175952121306e-06,
"loss": 1.9858,
"step": 168
},
{
"epoch": 0.19101441085052276,
"grad_norm": 3.3162906169891357,
"learning_rate": 6.425787818636131e-06,
"loss": 1.9752,
"step": 169
},
{
"epoch": 0.19214467363662052,
"grad_norm": 3.302675247192383,
"learning_rate": 6.026312439675552e-06,
"loss": 2.0343,
"step": 170
},
{
"epoch": 0.19327493642271829,
"grad_norm": 3.5237882137298584,
"learning_rate": 5.6388590278194096e-06,
"loss": 1.9759,
"step": 171
},
{
"epoch": 0.19440519920881605,
"grad_norm": 3.3790109157562256,
"learning_rate": 5.263533508961827e-06,
"loss": 2.0376,
"step": 172
},
{
"epoch": 0.1955354619949138,
"grad_norm": 3.2249207496643066,
"learning_rate": 4.900438493352055e-06,
"loss": 2.0231,
"step": 173
},
{
"epoch": 0.19666572478101157,
"grad_norm": 3.5678446292877197,
"learning_rate": 4.549673247541875e-06,
"loss": 2.0962,
"step": 174
},
{
"epoch": 0.19779598756710937,
"grad_norm": 3.420177936553955,
"learning_rate": 4.2113336672471245e-06,
"loss": 2.0556,
"step": 175
},
{
"epoch": 0.19892625035320713,
"grad_norm": 3.4584615230560303,
"learning_rate": 3.885512251130763e-06,
"loss": 2.1083,
"step": 176
},
{
"epoch": 0.2000565131393049,
"grad_norm": 3.3270082473754883,
"learning_rate": 3.5722980755146517e-06,
"loss": 2.1037,
"step": 177
},
{
"epoch": 0.20118677592540266,
"grad_norm": 3.578479528427124,
"learning_rate": 3.271776770026963e-06,
"loss": 2.0336,
"step": 178
},
{
"epoch": 0.20231703871150042,
"grad_norm": 3.489600419998169,
"learning_rate": 2.9840304941919415e-06,
"loss": 2.0889,
"step": 179
},
{
"epoch": 0.20344730149759818,
"grad_norm": 3.8202128410339355,
"learning_rate": 2.7091379149682685e-06,
"loss": 2.1237,
"step": 180
},
{
"epoch": 0.20457756428369597,
"grad_norm": 3.569728374481201,
"learning_rate": 2.4471741852423237e-06,
"loss": 2.1223,
"step": 181
},
{
"epoch": 0.20570782706979374,
"grad_norm": 3.8003690242767334,
"learning_rate": 2.1982109232821178e-06,
"loss": 2.1962,
"step": 182
},
{
"epoch": 0.2068380898558915,
"grad_norm": 3.525895833969116,
"learning_rate": 1.962316193157593e-06,
"loss": 2.1136,
"step": 183
},
{
"epoch": 0.20796835264198926,
"grad_norm": 3.908802032470703,
"learning_rate": 1.7395544861325718e-06,
"loss": 2.1977,
"step": 184
},
{
"epoch": 0.20909861542808703,
"grad_norm": 4.247934341430664,
"learning_rate": 1.5299867030334814e-06,
"loss": 2.2133,
"step": 185
},
{
"epoch": 0.2102288782141848,
"grad_norm": 3.839785575866699,
"learning_rate": 1.333670137599713e-06,
"loss": 2.1942,
"step": 186
},
{
"epoch": 0.21135914100028255,
"grad_norm": 3.896562099456787,
"learning_rate": 1.1506584608200367e-06,
"loss": 2.2437,
"step": 187
},
{
"epoch": 0.21248940378638034,
"grad_norm": 4.161414623260498,
"learning_rate": 9.810017062595322e-07,
"loss": 2.2198,
"step": 188
},
{
"epoch": 0.2136196665724781,
"grad_norm": 3.967921018600464,
"learning_rate": 8.247462563808817e-07,
"loss": 2.1993,
"step": 189
},
{
"epoch": 0.21474992935857587,
"grad_norm": 3.905263662338257,
"learning_rate": 6.819348298638839e-07,
"loss": 2.2715,
"step": 190
},
{
"epoch": 0.21588019214467363,
"grad_norm": 4.471278190612793,
"learning_rate": 5.526064699265753e-07,
"loss": 2.2182,
"step": 191
},
{
"epoch": 0.2170104549307714,
"grad_norm": 3.9210691452026367,
"learning_rate": 4.367965336512403e-07,
"loss": 2.2264,
"step": 192
},
{
"epoch": 0.21814071771686916,
"grad_norm": 4.1857380867004395,
"learning_rate": 3.3453668231809286e-07,
"loss": 2.2371,
"step": 193
},
{
"epoch": 0.21927098050296695,
"grad_norm": 3.965894937515259,
"learning_rate": 2.458548727494292e-07,
"loss": 2.1404,
"step": 194
},
{
"epoch": 0.2204012432890647,
"grad_norm": 4.008415699005127,
"learning_rate": 1.7077534966650766e-07,
"loss": 2.046,
"step": 195
},
{
"epoch": 0.22153150607516248,
"grad_norm": 3.7815330028533936,
"learning_rate": 1.0931863906127327e-07,
"loss": 1.7358,
"step": 196
},
{
"epoch": 0.22266176886126024,
"grad_norm": 4.56573486328125,
"learning_rate": 6.150154258476315e-08,
"loss": 2.1239,
"step": 197
},
{
"epoch": 0.223792031647358,
"grad_norm": 3.7635247707366943,
"learning_rate": 2.7337132953697554e-08,
"loss": 1.5722,
"step": 198
},
{
"epoch": 0.22492229443345577,
"grad_norm": 5.098031520843506,
"learning_rate": 6.834750376549792e-09,
"loss": 1.6127,
"step": 199
},
{
"epoch": 0.22605255721955356,
"grad_norm": 5.377958297729492,
"learning_rate": 0.0,
"loss": 1.6479,
"step": 200
},
{
"epoch": 0.22605255721955356,
"eval_loss": 0.4990880787372589,
"eval_runtime": 107.2928,
"eval_samples_per_second": 13.887,
"eval_steps_per_second": 3.476,
"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": 2.863232968556544e+17,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}