prxy5605's picture
Training in progress, step 200, checkpoint
8f404e2 verified
{
"best_metric": 0.008051020093262196,
"best_model_checkpoint": "miner_id_24/checkpoint-200",
"epoch": 1.9002375296912115,
"eval_steps": 50,
"global_step": 200,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.009501187648456057,
"grad_norm": 10.634076118469238,
"learning_rate": 1e-05,
"loss": 1.634,
"step": 1
},
{
"epoch": 0.009501187648456057,
"eval_loss": 2.2654600143432617,
"eval_runtime": 3.1156,
"eval_samples_per_second": 57.132,
"eval_steps_per_second": 14.443,
"step": 1
},
{
"epoch": 0.019002375296912115,
"grad_norm": 10.325587272644043,
"learning_rate": 2e-05,
"loss": 1.6844,
"step": 2
},
{
"epoch": 0.028503562945368172,
"grad_norm": 13.5761079788208,
"learning_rate": 3e-05,
"loss": 1.9244,
"step": 3
},
{
"epoch": 0.03800475059382423,
"grad_norm": 11.778326034545898,
"learning_rate": 4e-05,
"loss": 2.2022,
"step": 4
},
{
"epoch": 0.047505938242280284,
"grad_norm": 7.98240852355957,
"learning_rate": 5e-05,
"loss": 1.3515,
"step": 5
},
{
"epoch": 0.057007125890736345,
"grad_norm": 9.219783782958984,
"learning_rate": 6e-05,
"loss": 1.0971,
"step": 6
},
{
"epoch": 0.0665083135391924,
"grad_norm": 7.73058557510376,
"learning_rate": 7e-05,
"loss": 0.8157,
"step": 7
},
{
"epoch": 0.07600950118764846,
"grad_norm": 7.745980739593506,
"learning_rate": 8e-05,
"loss": 0.982,
"step": 8
},
{
"epoch": 0.0855106888361045,
"grad_norm": 9.983631134033203,
"learning_rate": 9e-05,
"loss": 0.7368,
"step": 9
},
{
"epoch": 0.09501187648456057,
"grad_norm": 6.394253730773926,
"learning_rate": 0.0001,
"loss": 0.3611,
"step": 10
},
{
"epoch": 0.10451306413301663,
"grad_norm": 4.376123905181885,
"learning_rate": 9.999316524962345e-05,
"loss": 0.2768,
"step": 11
},
{
"epoch": 0.11401425178147269,
"grad_norm": 4.922821521759033,
"learning_rate": 9.997266286704631e-05,
"loss": 0.3543,
"step": 12
},
{
"epoch": 0.12351543942992874,
"grad_norm": 4.584092617034912,
"learning_rate": 9.993849845741524e-05,
"loss": 0.634,
"step": 13
},
{
"epoch": 0.1330166270783848,
"grad_norm": 3.142916202545166,
"learning_rate": 9.989068136093873e-05,
"loss": 0.2842,
"step": 14
},
{
"epoch": 0.14251781472684086,
"grad_norm": 2.926008939743042,
"learning_rate": 9.98292246503335e-05,
"loss": 0.1415,
"step": 15
},
{
"epoch": 0.15201900237529692,
"grad_norm": 3.285600185394287,
"learning_rate": 9.975414512725057e-05,
"loss": 0.26,
"step": 16
},
{
"epoch": 0.16152019002375298,
"grad_norm": 3.1018033027648926,
"learning_rate": 9.966546331768191e-05,
"loss": 0.3467,
"step": 17
},
{
"epoch": 0.171021377672209,
"grad_norm": 1.7889859676361084,
"learning_rate": 9.956320346634876e-05,
"loss": 0.1505,
"step": 18
},
{
"epoch": 0.18052256532066507,
"grad_norm": 2.104616641998291,
"learning_rate": 9.944739353007344e-05,
"loss": 0.2665,
"step": 19
},
{
"epoch": 0.19002375296912113,
"grad_norm": 1.4343472719192505,
"learning_rate": 9.931806517013612e-05,
"loss": 0.1549,
"step": 20
},
{
"epoch": 0.1995249406175772,
"grad_norm": 1.4845852851867676,
"learning_rate": 9.917525374361912e-05,
"loss": 0.2139,
"step": 21
},
{
"epoch": 0.20902612826603326,
"grad_norm": 1.5346105098724365,
"learning_rate": 9.901899829374047e-05,
"loss": 0.1356,
"step": 22
},
{
"epoch": 0.21852731591448932,
"grad_norm": 2.5972952842712402,
"learning_rate": 9.884934153917997e-05,
"loss": 0.2574,
"step": 23
},
{
"epoch": 0.22802850356294538,
"grad_norm": 3.826779365539551,
"learning_rate": 9.86663298624003e-05,
"loss": 0.2551,
"step": 24
},
{
"epoch": 0.2375296912114014,
"grad_norm": 5.629703521728516,
"learning_rate": 9.847001329696653e-05,
"loss": 0.1369,
"step": 25
},
{
"epoch": 0.24703087885985747,
"grad_norm": 5.624516487121582,
"learning_rate": 9.826044551386744e-05,
"loss": 0.3514,
"step": 26
},
{
"epoch": 0.25653206650831356,
"grad_norm": 2.812879800796509,
"learning_rate": 9.803768380684242e-05,
"loss": 0.0959,
"step": 27
},
{
"epoch": 0.2660332541567696,
"grad_norm": 2.1208438873291016,
"learning_rate": 9.780178907671789e-05,
"loss": 0.2576,
"step": 28
},
{
"epoch": 0.2755344418052256,
"grad_norm": 1.8859907388687134,
"learning_rate": 9.755282581475769e-05,
"loss": 0.1634,
"step": 29
},
{
"epoch": 0.2850356294536817,
"grad_norm": 1.177573561668396,
"learning_rate": 9.729086208503174e-05,
"loss": 0.0828,
"step": 30
},
{
"epoch": 0.29453681710213775,
"grad_norm": 1.028439998626709,
"learning_rate": 9.701596950580806e-05,
"loss": 0.0252,
"step": 31
},
{
"epoch": 0.30403800475059384,
"grad_norm": 1.0798872709274292,
"learning_rate": 9.672822322997305e-05,
"loss": 0.0812,
"step": 32
},
{
"epoch": 0.31353919239904987,
"grad_norm": 1.484721064567566,
"learning_rate": 9.642770192448536e-05,
"loss": 0.1003,
"step": 33
},
{
"epoch": 0.32304038004750596,
"grad_norm": 0.5597230792045593,
"learning_rate": 9.611448774886924e-05,
"loss": 0.0156,
"step": 34
},
{
"epoch": 0.332541567695962,
"grad_norm": 1.41647469997406,
"learning_rate": 9.578866633275288e-05,
"loss": 0.0863,
"step": 35
},
{
"epoch": 0.342042755344418,
"grad_norm": 0.5221539735794067,
"learning_rate": 9.545032675245813e-05,
"loss": 0.0242,
"step": 36
},
{
"epoch": 0.3515439429928741,
"grad_norm": 0.9052144289016724,
"learning_rate": 9.509956150664796e-05,
"loss": 0.0488,
"step": 37
},
{
"epoch": 0.36104513064133015,
"grad_norm": 1.344610571861267,
"learning_rate": 9.473646649103818e-05,
"loss": 0.095,
"step": 38
},
{
"epoch": 0.37054631828978624,
"grad_norm": 1.3425592184066772,
"learning_rate": 9.43611409721806e-05,
"loss": 0.0503,
"step": 39
},
{
"epoch": 0.38004750593824227,
"grad_norm": 1.131867527961731,
"learning_rate": 9.397368756032445e-05,
"loss": 0.0687,
"step": 40
},
{
"epoch": 0.38954869358669836,
"grad_norm": 0.635826826095581,
"learning_rate": 9.357421218136386e-05,
"loss": 0.0196,
"step": 41
},
{
"epoch": 0.3990498812351544,
"grad_norm": 2.282115936279297,
"learning_rate": 9.316282404787871e-05,
"loss": 0.1152,
"step": 42
},
{
"epoch": 0.4085510688836104,
"grad_norm": 0.7146430611610413,
"learning_rate": 9.273963562927695e-05,
"loss": 0.0091,
"step": 43
},
{
"epoch": 0.4180522565320665,
"grad_norm": 0.8013799786567688,
"learning_rate": 9.230476262104677e-05,
"loss": 0.0185,
"step": 44
},
{
"epoch": 0.42755344418052255,
"grad_norm": 2.0490562915802,
"learning_rate": 9.185832391312644e-05,
"loss": 0.2301,
"step": 45
},
{
"epoch": 0.43705463182897863,
"grad_norm": 1.2392498254776,
"learning_rate": 9.140044155740101e-05,
"loss": 0.0626,
"step": 46
},
{
"epoch": 0.44655581947743467,
"grad_norm": 1.7980742454528809,
"learning_rate": 9.093124073433463e-05,
"loss": 0.1476,
"step": 47
},
{
"epoch": 0.45605700712589076,
"grad_norm": 2.345305919647217,
"learning_rate": 9.045084971874738e-05,
"loss": 0.1909,
"step": 48
},
{
"epoch": 0.4655581947743468,
"grad_norm": 0.6705112457275391,
"learning_rate": 8.995939984474624e-05,
"loss": 0.0184,
"step": 49
},
{
"epoch": 0.4750593824228028,
"grad_norm": 0.32240453362464905,
"learning_rate": 8.945702546981969e-05,
"loss": 0.0072,
"step": 50
},
{
"epoch": 0.4750593824228028,
"eval_loss": 0.0333050861954689,
"eval_runtime": 3.1094,
"eval_samples_per_second": 57.245,
"eval_steps_per_second": 14.472,
"step": 50
},
{
"epoch": 0.4845605700712589,
"grad_norm": 0.4481276869773865,
"learning_rate": 8.894386393810563e-05,
"loss": 0.0094,
"step": 51
},
{
"epoch": 0.49406175771971494,
"grad_norm": 0.5273180603981018,
"learning_rate": 8.842005554284296e-05,
"loss": 0.0134,
"step": 52
},
{
"epoch": 0.503562945368171,
"grad_norm": 8.373512268066406,
"learning_rate": 8.788574348801675e-05,
"loss": 0.0505,
"step": 53
},
{
"epoch": 0.5130641330166271,
"grad_norm": 0.4383963644504547,
"learning_rate": 8.73410738492077e-05,
"loss": 0.0095,
"step": 54
},
{
"epoch": 0.5225653206650831,
"grad_norm": 0.6486546993255615,
"learning_rate": 8.678619553365659e-05,
"loss": 0.0127,
"step": 55
},
{
"epoch": 0.5320665083135392,
"grad_norm": 0.6159929037094116,
"learning_rate": 8.622126023955446e-05,
"loss": 0.0092,
"step": 56
},
{
"epoch": 0.5415676959619953,
"grad_norm": 0.8543300032615662,
"learning_rate": 8.564642241456986e-05,
"loss": 0.0464,
"step": 57
},
{
"epoch": 0.5510688836104513,
"grad_norm": 0.15231961011886597,
"learning_rate": 8.506183921362443e-05,
"loss": 0.0026,
"step": 58
},
{
"epoch": 0.5605700712589073,
"grad_norm": 0.7067123651504517,
"learning_rate": 8.44676704559283e-05,
"loss": 0.0339,
"step": 59
},
{
"epoch": 0.5700712589073634,
"grad_norm": 0.7852799892425537,
"learning_rate": 8.386407858128706e-05,
"loss": 0.0336,
"step": 60
},
{
"epoch": 0.5795724465558195,
"grad_norm": 0.11485043168067932,
"learning_rate": 8.32512286056924e-05,
"loss": 0.0018,
"step": 61
},
{
"epoch": 0.5890736342042755,
"grad_norm": 0.25540459156036377,
"learning_rate": 8.262928807620843e-05,
"loss": 0.0073,
"step": 62
},
{
"epoch": 0.5985748218527316,
"grad_norm": 0.6394416093826294,
"learning_rate": 8.199842702516583e-05,
"loss": 0.0085,
"step": 63
},
{
"epoch": 0.6080760095011877,
"grad_norm": 0.8363385796546936,
"learning_rate": 8.135881792367686e-05,
"loss": 0.0277,
"step": 64
},
{
"epoch": 0.6175771971496437,
"grad_norm": 0.532666027545929,
"learning_rate": 8.07106356344834e-05,
"loss": 0.0085,
"step": 65
},
{
"epoch": 0.6270783847980997,
"grad_norm": 0.5964115262031555,
"learning_rate": 8.005405736415126e-05,
"loss": 0.0309,
"step": 66
},
{
"epoch": 0.6365795724465558,
"grad_norm": 0.7682636380195618,
"learning_rate": 7.938926261462366e-05,
"loss": 0.0082,
"step": 67
},
{
"epoch": 0.6460807600950119,
"grad_norm": 1.2844709157943726,
"learning_rate": 7.871643313414718e-05,
"loss": 0.0432,
"step": 68
},
{
"epoch": 0.6555819477434679,
"grad_norm": 0.40052053332328796,
"learning_rate": 7.803575286758364e-05,
"loss": 0.0088,
"step": 69
},
{
"epoch": 0.665083135391924,
"grad_norm": 1.1109915971755981,
"learning_rate": 7.734740790612136e-05,
"loss": 0.0781,
"step": 70
},
{
"epoch": 0.6745843230403801,
"grad_norm": 0.3353760540485382,
"learning_rate": 7.66515864363997e-05,
"loss": 0.0065,
"step": 71
},
{
"epoch": 0.684085510688836,
"grad_norm": 2.3546252250671387,
"learning_rate": 7.594847868906076e-05,
"loss": 0.0632,
"step": 72
},
{
"epoch": 0.6935866983372921,
"grad_norm": 0.8902141451835632,
"learning_rate": 7.52382768867422e-05,
"loss": 0.0154,
"step": 73
},
{
"epoch": 0.7030878859857482,
"grad_norm": 1.0232930183410645,
"learning_rate": 7.452117519152542e-05,
"loss": 0.058,
"step": 74
},
{
"epoch": 0.7125890736342043,
"grad_norm": 2.897697687149048,
"learning_rate": 7.379736965185368e-05,
"loss": 0.0739,
"step": 75
},
{
"epoch": 0.7220902612826603,
"grad_norm": 0.5444605350494385,
"learning_rate": 7.30670581489344e-05,
"loss": 0.0126,
"step": 76
},
{
"epoch": 0.7315914489311164,
"grad_norm": 0.8834287524223328,
"learning_rate": 7.233044034264034e-05,
"loss": 0.0278,
"step": 77
},
{
"epoch": 0.7410926365795725,
"grad_norm": 2.945617198944092,
"learning_rate": 7.158771761692464e-05,
"loss": 0.0763,
"step": 78
},
{
"epoch": 0.7505938242280285,
"grad_norm": 0.29715582728385925,
"learning_rate": 7.083909302476453e-05,
"loss": 0.0067,
"step": 79
},
{
"epoch": 0.7600950118764845,
"grad_norm": 0.44521045684814453,
"learning_rate": 7.008477123264848e-05,
"loss": 0.036,
"step": 80
},
{
"epoch": 0.7695961995249406,
"grad_norm": 0.15839532017707825,
"learning_rate": 6.932495846462261e-05,
"loss": 0.003,
"step": 81
},
{
"epoch": 0.7790973871733967,
"grad_norm": 1.0403664112091064,
"learning_rate": 6.855986244591104e-05,
"loss": 0.0218,
"step": 82
},
{
"epoch": 0.7885985748218527,
"grad_norm": 0.8506789207458496,
"learning_rate": 6.778969234612584e-05,
"loss": 0.0363,
"step": 83
},
{
"epoch": 0.7980997624703088,
"grad_norm": 1.2762515544891357,
"learning_rate": 6.701465872208216e-05,
"loss": 0.0492,
"step": 84
},
{
"epoch": 0.8076009501187649,
"grad_norm": 0.3407810926437378,
"learning_rate": 6.623497346023418e-05,
"loss": 0.0142,
"step": 85
},
{
"epoch": 0.8171021377672208,
"grad_norm": 0.1169484555721283,
"learning_rate": 6.545084971874738e-05,
"loss": 0.002,
"step": 86
},
{
"epoch": 0.8266033254156769,
"grad_norm": 0.08654441684484482,
"learning_rate": 6.466250186922325e-05,
"loss": 0.0021,
"step": 87
},
{
"epoch": 0.836104513064133,
"grad_norm": 0.6437569260597229,
"learning_rate": 6.387014543809223e-05,
"loss": 0.0138,
"step": 88
},
{
"epoch": 0.8456057007125891,
"grad_norm": 1.3247535228729248,
"learning_rate": 6.307399704769099e-05,
"loss": 0.0196,
"step": 89
},
{
"epoch": 0.8551068883610451,
"grad_norm": 0.5922229290008545,
"learning_rate": 6.227427435703997e-05,
"loss": 0.015,
"step": 90
},
{
"epoch": 0.8646080760095012,
"grad_norm": 0.1911570280790329,
"learning_rate": 6.147119600233758e-05,
"loss": 0.0084,
"step": 91
},
{
"epoch": 0.8741092636579573,
"grad_norm": 0.16789893805980682,
"learning_rate": 6.066498153718735e-05,
"loss": 0.0033,
"step": 92
},
{
"epoch": 0.8836104513064132,
"grad_norm": 0.08045918494462967,
"learning_rate": 5.985585137257401e-05,
"loss": 0.0024,
"step": 93
},
{
"epoch": 0.8931116389548693,
"grad_norm": 0.05782223492860794,
"learning_rate": 5.90440267166055e-05,
"loss": 0.0011,
"step": 94
},
{
"epoch": 0.9026128266033254,
"grad_norm": 0.44856613874435425,
"learning_rate": 5.8229729514036705e-05,
"loss": 0.0069,
"step": 95
},
{
"epoch": 0.9121140142517815,
"grad_norm": 0.08039326220750809,
"learning_rate": 5.74131823855921e-05,
"loss": 0.0015,
"step": 96
},
{
"epoch": 0.9216152019002375,
"grad_norm": 0.222639799118042,
"learning_rate": 5.6594608567103456e-05,
"loss": 0.0029,
"step": 97
},
{
"epoch": 0.9311163895486936,
"grad_norm": 0.3431375324726105,
"learning_rate": 5.577423184847932e-05,
"loss": 0.0132,
"step": 98
},
{
"epoch": 0.9406175771971497,
"grad_norm": 0.6533656716346741,
"learning_rate": 5.495227651252315e-05,
"loss": 0.0093,
"step": 99
},
{
"epoch": 0.9501187648456056,
"grad_norm": 0.5601425170898438,
"learning_rate": 5.4128967273616625e-05,
"loss": 0.0209,
"step": 100
},
{
"epoch": 0.9501187648456056,
"eval_loss": 0.013422280550003052,
"eval_runtime": 3.1093,
"eval_samples_per_second": 57.248,
"eval_steps_per_second": 14.473,
"step": 100
},
{
"epoch": 0.9596199524940617,
"grad_norm": 0.5394858717918396,
"learning_rate": 5.330452921628497e-05,
"loss": 0.018,
"step": 101
},
{
"epoch": 0.9691211401425178,
"grad_norm": 0.19572888314723969,
"learning_rate": 5.247918773366112e-05,
"loss": 0.0024,
"step": 102
},
{
"epoch": 0.9786223277909739,
"grad_norm": 0.03570723533630371,
"learning_rate": 5.165316846586541e-05,
"loss": 0.0007,
"step": 103
},
{
"epoch": 0.9881235154394299,
"grad_norm": 1.0345633029937744,
"learning_rate": 5.0826697238317935e-05,
"loss": 0.026,
"step": 104
},
{
"epoch": 0.997624703087886,
"grad_norm": 0.20308668911457062,
"learning_rate": 5e-05,
"loss": 0.0056,
"step": 105
},
{
"epoch": 1.007125890736342,
"grad_norm": 0.07612226903438568,
"learning_rate": 4.917330276168208e-05,
"loss": 0.001,
"step": 106
},
{
"epoch": 1.0166270783847982,
"grad_norm": 0.8962851166725159,
"learning_rate": 4.834683153413459e-05,
"loss": 0.0155,
"step": 107
},
{
"epoch": 1.0261282660332542,
"grad_norm": 0.02778765559196472,
"learning_rate": 4.7520812266338885e-05,
"loss": 0.0006,
"step": 108
},
{
"epoch": 1.03562945368171,
"grad_norm": 0.21089020371437073,
"learning_rate": 4.669547078371504e-05,
"loss": 0.006,
"step": 109
},
{
"epoch": 1.0451306413301662,
"grad_norm": 0.011732185259461403,
"learning_rate": 4.5871032726383386e-05,
"loss": 0.0004,
"step": 110
},
{
"epoch": 1.0546318289786223,
"grad_norm": 0.09432829171419144,
"learning_rate": 4.504772348747687e-05,
"loss": 0.0043,
"step": 111
},
{
"epoch": 1.0641330166270784,
"grad_norm": 0.6465476155281067,
"learning_rate": 4.4225768151520694e-05,
"loss": 0.0192,
"step": 112
},
{
"epoch": 1.0736342042755345,
"grad_norm": 0.28978919982910156,
"learning_rate": 4.3405391432896555e-05,
"loss": 0.0099,
"step": 113
},
{
"epoch": 1.0831353919239906,
"grad_norm": 0.087046317756176,
"learning_rate": 4.2586817614407895e-05,
"loss": 0.0014,
"step": 114
},
{
"epoch": 1.0926365795724466,
"grad_norm": 0.2096734642982483,
"learning_rate": 4.17702704859633e-05,
"loss": 0.006,
"step": 115
},
{
"epoch": 1.1021377672209025,
"grad_norm": 0.07756292819976807,
"learning_rate": 4.095597328339452e-05,
"loss": 0.001,
"step": 116
},
{
"epoch": 1.1116389548693586,
"grad_norm": 0.5461010336875916,
"learning_rate": 4.0144148627425993e-05,
"loss": 0.014,
"step": 117
},
{
"epoch": 1.1211401425178147,
"grad_norm": 0.06456967443227768,
"learning_rate": 3.933501846281267e-05,
"loss": 0.0013,
"step": 118
},
{
"epoch": 1.1306413301662708,
"grad_norm": 0.3732730448246002,
"learning_rate": 3.852880399766243e-05,
"loss": 0.0111,
"step": 119
},
{
"epoch": 1.1401425178147269,
"grad_norm": 0.13659219443798065,
"learning_rate": 3.772572564296005e-05,
"loss": 0.0016,
"step": 120
},
{
"epoch": 1.149643705463183,
"grad_norm": 0.4977100193500519,
"learning_rate": 3.6926002952309016e-05,
"loss": 0.0078,
"step": 121
},
{
"epoch": 1.159144893111639,
"grad_norm": 0.045318689197301865,
"learning_rate": 3.612985456190778e-05,
"loss": 0.0014,
"step": 122
},
{
"epoch": 1.168646080760095,
"grad_norm": 0.2404695749282837,
"learning_rate": 3.533749813077677e-05,
"loss": 0.0061,
"step": 123
},
{
"epoch": 1.178147268408551,
"grad_norm": 0.5813296437263489,
"learning_rate": 3.4549150281252636e-05,
"loss": 0.0236,
"step": 124
},
{
"epoch": 1.187648456057007,
"grad_norm": 0.6855394244194031,
"learning_rate": 3.3765026539765834e-05,
"loss": 0.0263,
"step": 125
},
{
"epoch": 1.1971496437054632,
"grad_norm": 0.4205869138240814,
"learning_rate": 3.298534127791785e-05,
"loss": 0.0186,
"step": 126
},
{
"epoch": 1.2066508313539193,
"grad_norm": 0.028451422229409218,
"learning_rate": 3.221030765387417e-05,
"loss": 0.0009,
"step": 127
},
{
"epoch": 1.2161520190023754,
"grad_norm": 0.31507155299186707,
"learning_rate": 3.144013755408895e-05,
"loss": 0.0039,
"step": 128
},
{
"epoch": 1.2256532066508314,
"grad_norm": 0.011005699634552002,
"learning_rate": 3.0675041535377405e-05,
"loss": 0.0004,
"step": 129
},
{
"epoch": 1.2351543942992875,
"grad_norm": 0.010146229527890682,
"learning_rate": 2.991522876735154e-05,
"loss": 0.0003,
"step": 130
},
{
"epoch": 1.2446555819477434,
"grad_norm": 0.9834302663803101,
"learning_rate": 2.916090697523549e-05,
"loss": 0.0066,
"step": 131
},
{
"epoch": 1.2541567695961995,
"grad_norm": 0.12252087891101837,
"learning_rate": 2.8412282383075363e-05,
"loss": 0.0019,
"step": 132
},
{
"epoch": 1.2636579572446556,
"grad_norm": 0.17279238998889923,
"learning_rate": 2.766955965735968e-05,
"loss": 0.0101,
"step": 133
},
{
"epoch": 1.2731591448931117,
"grad_norm": 0.15653680264949799,
"learning_rate": 2.693294185106562e-05,
"loss": 0.0037,
"step": 134
},
{
"epoch": 1.2826603325415677,
"grad_norm": 0.3399457633495331,
"learning_rate": 2.6202630348146324e-05,
"loss": 0.0109,
"step": 135
},
{
"epoch": 1.2921615201900236,
"grad_norm": 0.015262948349118233,
"learning_rate": 2.547882480847461e-05,
"loss": 0.0004,
"step": 136
},
{
"epoch": 1.3016627078384797,
"grad_norm": 0.3130092918872833,
"learning_rate": 2.476172311325783e-05,
"loss": 0.0085,
"step": 137
},
{
"epoch": 1.3111638954869358,
"grad_norm": 0.12765063345432281,
"learning_rate": 2.405152131093926e-05,
"loss": 0.004,
"step": 138
},
{
"epoch": 1.3206650831353919,
"grad_norm": 0.08206624537706375,
"learning_rate": 2.3348413563600325e-05,
"loss": 0.0051,
"step": 139
},
{
"epoch": 1.330166270783848,
"grad_norm": 0.03269046172499657,
"learning_rate": 2.2652592093878666e-05,
"loss": 0.0006,
"step": 140
},
{
"epoch": 1.339667458432304,
"grad_norm": 0.17274565994739532,
"learning_rate": 2.196424713241637e-05,
"loss": 0.0037,
"step": 141
},
{
"epoch": 1.3491686460807601,
"grad_norm": 0.0898587703704834,
"learning_rate": 2.128356686585282e-05,
"loss": 0.0019,
"step": 142
},
{
"epoch": 1.3586698337292162,
"grad_norm": 0.16785341501235962,
"learning_rate": 2.061073738537635e-05,
"loss": 0.0063,
"step": 143
},
{
"epoch": 1.3681710213776723,
"grad_norm": 0.18016614019870758,
"learning_rate": 1.9945942635848748e-05,
"loss": 0.0025,
"step": 144
},
{
"epoch": 1.3776722090261282,
"grad_norm": 0.331484854221344,
"learning_rate": 1.928936436551661e-05,
"loss": 0.005,
"step": 145
},
{
"epoch": 1.3871733966745843,
"grad_norm": 0.05079348012804985,
"learning_rate": 1.8641182076323148e-05,
"loss": 0.001,
"step": 146
},
{
"epoch": 1.3966745843230404,
"grad_norm": 0.34630659222602844,
"learning_rate": 1.800157297483417e-05,
"loss": 0.0039,
"step": 147
},
{
"epoch": 1.4061757719714965,
"grad_norm": 0.03176404908299446,
"learning_rate": 1.7370711923791567e-05,
"loss": 0.0009,
"step": 148
},
{
"epoch": 1.4156769596199525,
"grad_norm": 0.3133653998374939,
"learning_rate": 1.6748771394307585e-05,
"loss": 0.0111,
"step": 149
},
{
"epoch": 1.4251781472684084,
"grad_norm": 0.04033322259783745,
"learning_rate": 1.6135921418712956e-05,
"loss": 0.001,
"step": 150
},
{
"epoch": 1.4251781472684084,
"eval_loss": 0.008251837454736233,
"eval_runtime": 3.1092,
"eval_samples_per_second": 57.249,
"eval_steps_per_second": 14.473,
"step": 150
},
{
"epoch": 1.4346793349168645,
"grad_norm": 0.25339964032173157,
"learning_rate": 1.553232954407171e-05,
"loss": 0.0036,
"step": 151
},
{
"epoch": 1.4441805225653206,
"grad_norm": 0.3924987018108368,
"learning_rate": 1.4938160786375572e-05,
"loss": 0.0104,
"step": 152
},
{
"epoch": 1.4536817102137767,
"grad_norm": 0.04515230283141136,
"learning_rate": 1.435357758543015e-05,
"loss": 0.0011,
"step": 153
},
{
"epoch": 1.4631828978622328,
"grad_norm": 0.014813421294093132,
"learning_rate": 1.3778739760445552e-05,
"loss": 0.0004,
"step": 154
},
{
"epoch": 1.4726840855106889,
"grad_norm": 0.027775825932621956,
"learning_rate": 1.3213804466343421e-05,
"loss": 0.0005,
"step": 155
},
{
"epoch": 1.482185273159145,
"grad_norm": 0.029516329988837242,
"learning_rate": 1.2658926150792322e-05,
"loss": 0.0005,
"step": 156
},
{
"epoch": 1.491686460807601,
"grad_norm": 0.023214198648929596,
"learning_rate": 1.2114256511983274e-05,
"loss": 0.0005,
"step": 157
},
{
"epoch": 1.5011876484560571,
"grad_norm": 0.04656863212585449,
"learning_rate": 1.157994445715706e-05,
"loss": 0.0006,
"step": 158
},
{
"epoch": 1.5106888361045132,
"grad_norm": 0.19086000323295593,
"learning_rate": 1.1056136061894384e-05,
"loss": 0.0047,
"step": 159
},
{
"epoch": 1.520190023752969,
"grad_norm": 0.21550394594669342,
"learning_rate": 1.0542974530180327e-05,
"loss": 0.0109,
"step": 160
},
{
"epoch": 1.5296912114014252,
"grad_norm": 0.17475444078445435,
"learning_rate": 1.0040600155253765e-05,
"loss": 0.0052,
"step": 161
},
{
"epoch": 1.5391923990498813,
"grad_norm": 0.015265436843037605,
"learning_rate": 9.549150281252633e-06,
"loss": 0.0004,
"step": 162
},
{
"epoch": 1.5486935866983373,
"grad_norm": 0.15023384988307953,
"learning_rate": 9.068759265665384e-06,
"loss": 0.0038,
"step": 163
},
{
"epoch": 1.5581947743467932,
"grad_norm": 0.059008125215768814,
"learning_rate": 8.599558442598998e-06,
"loss": 0.0012,
"step": 164
},
{
"epoch": 1.5676959619952493,
"grad_norm": 0.07769186049699783,
"learning_rate": 8.141676086873572e-06,
"loss": 0.0072,
"step": 165
},
{
"epoch": 1.5771971496437054,
"grad_norm": 0.10617467761039734,
"learning_rate": 7.695237378953223e-06,
"loss": 0.0023,
"step": 166
},
{
"epoch": 1.5866983372921615,
"grad_norm": 0.010569179430603981,
"learning_rate": 7.260364370723044e-06,
"loss": 0.0003,
"step": 167
},
{
"epoch": 1.5961995249406176,
"grad_norm": 0.0083869444206357,
"learning_rate": 6.837175952121306e-06,
"loss": 0.0003,
"step": 168
},
{
"epoch": 1.6057007125890737,
"grad_norm": 0.08926163613796234,
"learning_rate": 6.425787818636131e-06,
"loss": 0.0023,
"step": 169
},
{
"epoch": 1.6152019002375297,
"grad_norm": 0.04555676132440567,
"learning_rate": 6.026312439675552e-06,
"loss": 0.0009,
"step": 170
},
{
"epoch": 1.6247030878859858,
"grad_norm": 0.016096578910946846,
"learning_rate": 5.6388590278194096e-06,
"loss": 0.0005,
"step": 171
},
{
"epoch": 1.634204275534442,
"grad_norm": 0.010908099822700024,
"learning_rate": 5.263533508961827e-06,
"loss": 0.0004,
"step": 172
},
{
"epoch": 1.643705463182898,
"grad_norm": 0.03802594169974327,
"learning_rate": 4.900438493352055e-06,
"loss": 0.0008,
"step": 173
},
{
"epoch": 1.6532066508313539,
"grad_norm": 0.013735340908169746,
"learning_rate": 4.549673247541875e-06,
"loss": 0.0005,
"step": 174
},
{
"epoch": 1.66270783847981,
"grad_norm": 0.5358371734619141,
"learning_rate": 4.2113336672471245e-06,
"loss": 0.0063,
"step": 175
},
{
"epoch": 1.672209026128266,
"grad_norm": 0.1102970689535141,
"learning_rate": 3.885512251130763e-06,
"loss": 0.003,
"step": 176
},
{
"epoch": 1.6817102137767221,
"grad_norm": 0.023134298622608185,
"learning_rate": 3.5722980755146517e-06,
"loss": 0.0008,
"step": 177
},
{
"epoch": 1.691211401425178,
"grad_norm": 0.03622838109731674,
"learning_rate": 3.271776770026963e-06,
"loss": 0.0013,
"step": 178
},
{
"epoch": 1.700712589073634,
"grad_norm": 0.23029854893684387,
"learning_rate": 2.9840304941919415e-06,
"loss": 0.0073,
"step": 179
},
{
"epoch": 1.7102137767220902,
"grad_norm": 0.5697638392448425,
"learning_rate": 2.7091379149682685e-06,
"loss": 0.0092,
"step": 180
},
{
"epoch": 1.7197149643705463,
"grad_norm": 0.010024786926805973,
"learning_rate": 2.4471741852423237e-06,
"loss": 0.0003,
"step": 181
},
{
"epoch": 1.7292161520190024,
"grad_norm": 0.03487780690193176,
"learning_rate": 2.1982109232821178e-06,
"loss": 0.0006,
"step": 182
},
{
"epoch": 1.7387173396674585,
"grad_norm": 0.012627474963665009,
"learning_rate": 1.962316193157593e-06,
"loss": 0.0004,
"step": 183
},
{
"epoch": 1.7482185273159145,
"grad_norm": 0.6416562795639038,
"learning_rate": 1.7395544861325718e-06,
"loss": 0.0052,
"step": 184
},
{
"epoch": 1.7577197149643706,
"grad_norm": 0.08133221417665482,
"learning_rate": 1.5299867030334814e-06,
"loss": 0.0019,
"step": 185
},
{
"epoch": 1.7672209026128267,
"grad_norm": 0.0081032058224082,
"learning_rate": 1.333670137599713e-06,
"loss": 0.0003,
"step": 186
},
{
"epoch": 1.7767220902612828,
"grad_norm": 0.14601969718933105,
"learning_rate": 1.1506584608200367e-06,
"loss": 0.0036,
"step": 187
},
{
"epoch": 1.7862232779097387,
"grad_norm": 0.06469998508691788,
"learning_rate": 9.810017062595322e-07,
"loss": 0.001,
"step": 188
},
{
"epoch": 1.7957244655581948,
"grad_norm": 0.016130423173308372,
"learning_rate": 8.247462563808817e-07,
"loss": 0.0005,
"step": 189
},
{
"epoch": 1.8052256532066508,
"grad_norm": 0.2341870367527008,
"learning_rate": 6.819348298638839e-07,
"loss": 0.016,
"step": 190
},
{
"epoch": 1.814726840855107,
"grad_norm": 0.08566369861364365,
"learning_rate": 5.526064699265753e-07,
"loss": 0.0041,
"step": 191
},
{
"epoch": 1.8242280285035628,
"grad_norm": 0.015213421545922756,
"learning_rate": 4.367965336512403e-07,
"loss": 0.0004,
"step": 192
},
{
"epoch": 1.833729216152019,
"grad_norm": 0.049922917038202286,
"learning_rate": 3.3453668231809286e-07,
"loss": 0.0007,
"step": 193
},
{
"epoch": 1.843230403800475,
"grad_norm": 0.0111550223082304,
"learning_rate": 2.458548727494292e-07,
"loss": 0.0004,
"step": 194
},
{
"epoch": 1.852731591448931,
"grad_norm": 0.04146502539515495,
"learning_rate": 1.7077534966650766e-07,
"loss": 0.0049,
"step": 195
},
{
"epoch": 1.8622327790973872,
"grad_norm": 0.1204209253191948,
"learning_rate": 1.0931863906127327e-07,
"loss": 0.003,
"step": 196
},
{
"epoch": 1.8717339667458432,
"grad_norm": 0.01997855119407177,
"learning_rate": 6.150154258476315e-08,
"loss": 0.0005,
"step": 197
},
{
"epoch": 1.8812351543942993,
"grad_norm": 0.12081720679998398,
"learning_rate": 2.7337132953697554e-08,
"loss": 0.0024,
"step": 198
},
{
"epoch": 1.8907363420427554,
"grad_norm": 0.021318506449460983,
"learning_rate": 6.834750376549792e-09,
"loss": 0.0006,
"step": 199
},
{
"epoch": 1.9002375296912115,
"grad_norm": 0.015093390829861164,
"learning_rate": 0.0,
"loss": 0.0005,
"step": 200
},
{
"epoch": 1.9002375296912115,
"eval_loss": 0.008051020093262196,
"eval_runtime": 3.1089,
"eval_samples_per_second": 57.255,
"eval_steps_per_second": 14.475,
"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": 1.5447304260550656e+16,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}