antimage88's picture
Training in progress, step 200, checkpoint
a7d8eb9 verified
{
"best_metric": 1.9404832124710083,
"best_model_checkpoint": "miner_id_24/checkpoint-200",
"epoch": 0.03937589211005562,
"eval_steps": 50,
"global_step": 200,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0001968794605502781,
"grad_norm": 4.722285270690918,
"learning_rate": 1e-05,
"loss": 4.3603,
"step": 1
},
{
"epoch": 0.0001968794605502781,
"eval_loss": 5.185981750488281,
"eval_runtime": 991.8236,
"eval_samples_per_second": 8.626,
"eval_steps_per_second": 2.157,
"step": 1
},
{
"epoch": 0.0003937589211005562,
"grad_norm": 5.517726421356201,
"learning_rate": 2e-05,
"loss": 4.4805,
"step": 2
},
{
"epoch": 0.0005906383816508343,
"grad_norm": 5.287935256958008,
"learning_rate": 3e-05,
"loss": 4.4314,
"step": 3
},
{
"epoch": 0.0007875178422011124,
"grad_norm": 4.986377716064453,
"learning_rate": 4e-05,
"loss": 4.3941,
"step": 4
},
{
"epoch": 0.0009843973027513905,
"grad_norm": 5.3017072677612305,
"learning_rate": 5e-05,
"loss": 4.2773,
"step": 5
},
{
"epoch": 0.0011812767633016686,
"grad_norm": 5.697668075561523,
"learning_rate": 6e-05,
"loss": 3.9134,
"step": 6
},
{
"epoch": 0.0013781562238519467,
"grad_norm": 5.562041759490967,
"learning_rate": 7e-05,
"loss": 3.9943,
"step": 7
},
{
"epoch": 0.0015750356844022248,
"grad_norm": 4.46408748626709,
"learning_rate": 8e-05,
"loss": 3.3548,
"step": 8
},
{
"epoch": 0.001771915144952503,
"grad_norm": 5.244144439697266,
"learning_rate": 9e-05,
"loss": 3.0075,
"step": 9
},
{
"epoch": 0.001968794605502781,
"grad_norm": 3.6670258045196533,
"learning_rate": 0.0001,
"loss": 2.6177,
"step": 10
},
{
"epoch": 0.002165674066053059,
"grad_norm": 4.358741760253906,
"learning_rate": 9.999316524962345e-05,
"loss": 2.4993,
"step": 11
},
{
"epoch": 0.002362553526603337,
"grad_norm": 2.7043681144714355,
"learning_rate": 9.997266286704631e-05,
"loss": 2.5074,
"step": 12
},
{
"epoch": 0.0025594329871536153,
"grad_norm": 4.361660480499268,
"learning_rate": 9.993849845741524e-05,
"loss": 2.5137,
"step": 13
},
{
"epoch": 0.0027563124477038934,
"grad_norm": 3.5170817375183105,
"learning_rate": 9.989068136093873e-05,
"loss": 2.3223,
"step": 14
},
{
"epoch": 0.0029531919082541715,
"grad_norm": 3.0592331886291504,
"learning_rate": 9.98292246503335e-05,
"loss": 2.2921,
"step": 15
},
{
"epoch": 0.0031500713688044496,
"grad_norm": 2.7591488361358643,
"learning_rate": 9.975414512725057e-05,
"loss": 2.2832,
"step": 16
},
{
"epoch": 0.0033469508293547277,
"grad_norm": 2.473106861114502,
"learning_rate": 9.966546331768191e-05,
"loss": 2.1306,
"step": 17
},
{
"epoch": 0.003543830289905006,
"grad_norm": 2.901942491531372,
"learning_rate": 9.956320346634876e-05,
"loss": 2.3132,
"step": 18
},
{
"epoch": 0.003740709750455284,
"grad_norm": 2.7212612628936768,
"learning_rate": 9.944739353007344e-05,
"loss": 2.1009,
"step": 19
},
{
"epoch": 0.003937589211005562,
"grad_norm": 2.115468740463257,
"learning_rate": 9.931806517013612e-05,
"loss": 2.1042,
"step": 20
},
{
"epoch": 0.00413446867155584,
"grad_norm": 2.501617193222046,
"learning_rate": 9.917525374361912e-05,
"loss": 2.0805,
"step": 21
},
{
"epoch": 0.004331348132106118,
"grad_norm": 2.2306952476501465,
"learning_rate": 9.901899829374047e-05,
"loss": 2.0436,
"step": 22
},
{
"epoch": 0.004528227592656396,
"grad_norm": 2.614072561264038,
"learning_rate": 9.884934153917997e-05,
"loss": 2.054,
"step": 23
},
{
"epoch": 0.004725107053206674,
"grad_norm": 2.2532169818878174,
"learning_rate": 9.86663298624003e-05,
"loss": 1.9873,
"step": 24
},
{
"epoch": 0.0049219865137569525,
"grad_norm": 3.412367343902588,
"learning_rate": 9.847001329696653e-05,
"loss": 2.1435,
"step": 25
},
{
"epoch": 0.005118865974307231,
"grad_norm": 2.6151926517486572,
"learning_rate": 9.826044551386744e-05,
"loss": 1.9335,
"step": 26
},
{
"epoch": 0.005315745434857509,
"grad_norm": 2.999908685684204,
"learning_rate": 9.803768380684242e-05,
"loss": 2.1296,
"step": 27
},
{
"epoch": 0.005512624895407787,
"grad_norm": 2.8248817920684814,
"learning_rate": 9.780178907671789e-05,
"loss": 1.8962,
"step": 28
},
{
"epoch": 0.005709504355958065,
"grad_norm": 2.4659695625305176,
"learning_rate": 9.755282581475769e-05,
"loss": 1.9723,
"step": 29
},
{
"epoch": 0.005906383816508343,
"grad_norm": 2.144352436065674,
"learning_rate": 9.729086208503174e-05,
"loss": 2.1925,
"step": 30
},
{
"epoch": 0.006103263277058621,
"grad_norm": 2.27182936668396,
"learning_rate": 9.701596950580806e-05,
"loss": 2.0143,
"step": 31
},
{
"epoch": 0.006300142737608899,
"grad_norm": 1.9760721921920776,
"learning_rate": 9.672822322997305e-05,
"loss": 1.9399,
"step": 32
},
{
"epoch": 0.006497022198159177,
"grad_norm": 1.9209957122802734,
"learning_rate": 9.642770192448536e-05,
"loss": 2.0524,
"step": 33
},
{
"epoch": 0.006693901658709455,
"grad_norm": 2.1844968795776367,
"learning_rate": 9.611448774886924e-05,
"loss": 2.1256,
"step": 34
},
{
"epoch": 0.0068907811192597335,
"grad_norm": 2.4915807247161865,
"learning_rate": 9.578866633275288e-05,
"loss": 2.042,
"step": 35
},
{
"epoch": 0.007087660579810012,
"grad_norm": 2.3629589080810547,
"learning_rate": 9.545032675245813e-05,
"loss": 2.1509,
"step": 36
},
{
"epoch": 0.00728454004036029,
"grad_norm": 3.1022274494171143,
"learning_rate": 9.509956150664796e-05,
"loss": 2.0537,
"step": 37
},
{
"epoch": 0.007481419500910568,
"grad_norm": 2.714031934738159,
"learning_rate": 9.473646649103818e-05,
"loss": 1.7935,
"step": 38
},
{
"epoch": 0.007678298961460846,
"grad_norm": 2.287045478820801,
"learning_rate": 9.43611409721806e-05,
"loss": 1.8456,
"step": 39
},
{
"epoch": 0.007875178422011124,
"grad_norm": 2.3300211429595947,
"learning_rate": 9.397368756032445e-05,
"loss": 1.9945,
"step": 40
},
{
"epoch": 0.008072057882561401,
"grad_norm": 2.420959949493408,
"learning_rate": 9.357421218136386e-05,
"loss": 2.1356,
"step": 41
},
{
"epoch": 0.00826893734311168,
"grad_norm": 3.8930702209472656,
"learning_rate": 9.316282404787871e-05,
"loss": 2.0933,
"step": 42
},
{
"epoch": 0.008465816803661957,
"grad_norm": 2.3729233741760254,
"learning_rate": 9.273963562927695e-05,
"loss": 1.9622,
"step": 43
},
{
"epoch": 0.008662696264212236,
"grad_norm": 2.014636278152466,
"learning_rate": 9.230476262104677e-05,
"loss": 1.6516,
"step": 44
},
{
"epoch": 0.008859575724762514,
"grad_norm": 3.216425895690918,
"learning_rate": 9.185832391312644e-05,
"loss": 2.0221,
"step": 45
},
{
"epoch": 0.009056455185312793,
"grad_norm": 2.529404401779175,
"learning_rate": 9.140044155740101e-05,
"loss": 2.0313,
"step": 46
},
{
"epoch": 0.00925333464586307,
"grad_norm": 2.8222763538360596,
"learning_rate": 9.093124073433463e-05,
"loss": 2.0187,
"step": 47
},
{
"epoch": 0.009450214106413349,
"grad_norm": 5.74941349029541,
"learning_rate": 9.045084971874738e-05,
"loss": 2.0414,
"step": 48
},
{
"epoch": 0.009647093566963626,
"grad_norm": 3.829970121383667,
"learning_rate": 8.995939984474624e-05,
"loss": 1.7407,
"step": 49
},
{
"epoch": 0.009843973027513905,
"grad_norm": 6.1021728515625,
"learning_rate": 8.945702546981969e-05,
"loss": 1.6955,
"step": 50
},
{
"epoch": 0.009843973027513905,
"eval_loss": 2.121528387069702,
"eval_runtime": 997.4855,
"eval_samples_per_second": 8.577,
"eval_steps_per_second": 2.144,
"step": 50
},
{
"epoch": 0.010040852488064182,
"grad_norm": 2.033238649368286,
"learning_rate": 8.894386393810563e-05,
"loss": 1.9538,
"step": 51
},
{
"epoch": 0.010237731948614461,
"grad_norm": 2.1589324474334717,
"learning_rate": 8.842005554284296e-05,
"loss": 2.077,
"step": 52
},
{
"epoch": 0.010434611409164738,
"grad_norm": 2.2278130054473877,
"learning_rate": 8.788574348801675e-05,
"loss": 2.0108,
"step": 53
},
{
"epoch": 0.010631490869715017,
"grad_norm": 2.2761881351470947,
"learning_rate": 8.73410738492077e-05,
"loss": 2.146,
"step": 54
},
{
"epoch": 0.010828370330265295,
"grad_norm": 2.1180636882781982,
"learning_rate": 8.678619553365659e-05,
"loss": 1.9721,
"step": 55
},
{
"epoch": 0.011025249790815574,
"grad_norm": 1.9664140939712524,
"learning_rate": 8.622126023955446e-05,
"loss": 1.9298,
"step": 56
},
{
"epoch": 0.01122212925136585,
"grad_norm": 2.442275047302246,
"learning_rate": 8.564642241456986e-05,
"loss": 2.3,
"step": 57
},
{
"epoch": 0.01141900871191613,
"grad_norm": 1.992834448814392,
"learning_rate": 8.506183921362443e-05,
"loss": 2.108,
"step": 58
},
{
"epoch": 0.011615888172466407,
"grad_norm": 2.0596256256103516,
"learning_rate": 8.44676704559283e-05,
"loss": 2.132,
"step": 59
},
{
"epoch": 0.011812767633016686,
"grad_norm": 1.9328343868255615,
"learning_rate": 8.386407858128706e-05,
"loss": 2.0588,
"step": 60
},
{
"epoch": 0.012009647093566963,
"grad_norm": 1.9313613176345825,
"learning_rate": 8.32512286056924e-05,
"loss": 2.1842,
"step": 61
},
{
"epoch": 0.012206526554117242,
"grad_norm": 1.897388219833374,
"learning_rate": 8.262928807620843e-05,
"loss": 2.1686,
"step": 62
},
{
"epoch": 0.01240340601466752,
"grad_norm": 1.9466983079910278,
"learning_rate": 8.199842702516583e-05,
"loss": 2.1302,
"step": 63
},
{
"epoch": 0.012600285475217798,
"grad_norm": 1.7845702171325684,
"learning_rate": 8.135881792367686e-05,
"loss": 2.0203,
"step": 64
},
{
"epoch": 0.012797164935768076,
"grad_norm": 1.8993163108825684,
"learning_rate": 8.07106356344834e-05,
"loss": 2.1231,
"step": 65
},
{
"epoch": 0.012994044396318355,
"grad_norm": 1.7987322807312012,
"learning_rate": 8.005405736415126e-05,
"loss": 2.0143,
"step": 66
},
{
"epoch": 0.013190923856868632,
"grad_norm": 1.692613124847412,
"learning_rate": 7.938926261462366e-05,
"loss": 1.892,
"step": 67
},
{
"epoch": 0.01338780331741891,
"grad_norm": 1.9041842222213745,
"learning_rate": 7.871643313414718e-05,
"loss": 2.1199,
"step": 68
},
{
"epoch": 0.013584682777969188,
"grad_norm": 2.28175687789917,
"learning_rate": 7.803575286758364e-05,
"loss": 2.1138,
"step": 69
},
{
"epoch": 0.013781562238519467,
"grad_norm": 1.9009627103805542,
"learning_rate": 7.734740790612136e-05,
"loss": 1.9233,
"step": 70
},
{
"epoch": 0.013978441699069744,
"grad_norm": 1.9802814722061157,
"learning_rate": 7.66515864363997e-05,
"loss": 1.9362,
"step": 71
},
{
"epoch": 0.014175321159620023,
"grad_norm": 1.9521552324295044,
"learning_rate": 7.594847868906076e-05,
"loss": 1.9364,
"step": 72
},
{
"epoch": 0.0143722006201703,
"grad_norm": 1.8512924909591675,
"learning_rate": 7.52382768867422e-05,
"loss": 1.9446,
"step": 73
},
{
"epoch": 0.01456908008072058,
"grad_norm": 1.8273296356201172,
"learning_rate": 7.452117519152542e-05,
"loss": 2.0599,
"step": 74
},
{
"epoch": 0.014765959541270857,
"grad_norm": 1.9407672882080078,
"learning_rate": 7.379736965185368e-05,
"loss": 1.9647,
"step": 75
},
{
"epoch": 0.014962839001821136,
"grad_norm": 1.73810613155365,
"learning_rate": 7.30670581489344e-05,
"loss": 1.7585,
"step": 76
},
{
"epoch": 0.015159718462371413,
"grad_norm": 2.0903658866882324,
"learning_rate": 7.233044034264034e-05,
"loss": 1.9544,
"step": 77
},
{
"epoch": 0.015356597922921692,
"grad_norm": 1.9962186813354492,
"learning_rate": 7.158771761692464e-05,
"loss": 2.043,
"step": 78
},
{
"epoch": 0.015553477383471969,
"grad_norm": 1.6904006004333496,
"learning_rate": 7.083909302476453e-05,
"loss": 1.9195,
"step": 79
},
{
"epoch": 0.015750356844022248,
"grad_norm": 2.076584815979004,
"learning_rate": 7.008477123264848e-05,
"loss": 1.8485,
"step": 80
},
{
"epoch": 0.015947236304572527,
"grad_norm": 2.0259509086608887,
"learning_rate": 6.932495846462261e-05,
"loss": 2.2198,
"step": 81
},
{
"epoch": 0.016144115765122802,
"grad_norm": 1.8992706537246704,
"learning_rate": 6.855986244591104e-05,
"loss": 1.8143,
"step": 82
},
{
"epoch": 0.01634099522567308,
"grad_norm": 2.1401584148406982,
"learning_rate": 6.778969234612584e-05,
"loss": 2.1014,
"step": 83
},
{
"epoch": 0.01653787468622336,
"grad_norm": 1.8982717990875244,
"learning_rate": 6.701465872208216e-05,
"loss": 2.0747,
"step": 84
},
{
"epoch": 0.01673475414677364,
"grad_norm": 1.8973262310028076,
"learning_rate": 6.623497346023418e-05,
"loss": 2.0424,
"step": 85
},
{
"epoch": 0.016931633607323915,
"grad_norm": 1.8528293371200562,
"learning_rate": 6.545084971874738e-05,
"loss": 1.9253,
"step": 86
},
{
"epoch": 0.017128513067874194,
"grad_norm": 1.9229885339736938,
"learning_rate": 6.466250186922325e-05,
"loss": 1.9506,
"step": 87
},
{
"epoch": 0.017325392528424473,
"grad_norm": 1.9180034399032593,
"learning_rate": 6.387014543809223e-05,
"loss": 1.8687,
"step": 88
},
{
"epoch": 0.017522271988974752,
"grad_norm": 1.7185838222503662,
"learning_rate": 6.307399704769099e-05,
"loss": 1.8805,
"step": 89
},
{
"epoch": 0.017719151449525027,
"grad_norm": 1.8684093952178955,
"learning_rate": 6.227427435703997e-05,
"loss": 1.991,
"step": 90
},
{
"epoch": 0.017916030910075306,
"grad_norm": 1.9489952325820923,
"learning_rate": 6.147119600233758e-05,
"loss": 1.9663,
"step": 91
},
{
"epoch": 0.018112910370625585,
"grad_norm": 2.1701080799102783,
"learning_rate": 6.066498153718735e-05,
"loss": 2.1342,
"step": 92
},
{
"epoch": 0.018309789831175864,
"grad_norm": 2.0452468395233154,
"learning_rate": 5.985585137257401e-05,
"loss": 2.0369,
"step": 93
},
{
"epoch": 0.01850666929172614,
"grad_norm": 2.1710257530212402,
"learning_rate": 5.90440267166055e-05,
"loss": 2.0067,
"step": 94
},
{
"epoch": 0.01870354875227642,
"grad_norm": 2.162400007247925,
"learning_rate": 5.8229729514036705e-05,
"loss": 2.0096,
"step": 95
},
{
"epoch": 0.018900428212826698,
"grad_norm": 2.511369466781616,
"learning_rate": 5.74131823855921e-05,
"loss": 2.1659,
"step": 96
},
{
"epoch": 0.019097307673376977,
"grad_norm": 2.212477445602417,
"learning_rate": 5.6594608567103456e-05,
"loss": 2.0527,
"step": 97
},
{
"epoch": 0.019294187133927252,
"grad_norm": 1.8975532054901123,
"learning_rate": 5.577423184847932e-05,
"loss": 1.7164,
"step": 98
},
{
"epoch": 0.01949106659447753,
"grad_norm": 2.514016628265381,
"learning_rate": 5.495227651252315e-05,
"loss": 2.0455,
"step": 99
},
{
"epoch": 0.01968794605502781,
"grad_norm": 2.2222836017608643,
"learning_rate": 5.4128967273616625e-05,
"loss": 1.7905,
"step": 100
},
{
"epoch": 0.01968794605502781,
"eval_loss": 2.2839598655700684,
"eval_runtime": 994.4579,
"eval_samples_per_second": 8.603,
"eval_steps_per_second": 2.151,
"step": 100
},
{
"epoch": 0.01988482551557809,
"grad_norm": 4.464885711669922,
"learning_rate": 5.330452921628497e-05,
"loss": 2.2882,
"step": 101
},
{
"epoch": 0.020081704976128364,
"grad_norm": 4.608921051025391,
"learning_rate": 5.247918773366112e-05,
"loss": 2.3429,
"step": 102
},
{
"epoch": 0.020278584436678643,
"grad_norm": 3.279172658920288,
"learning_rate": 5.165316846586541e-05,
"loss": 2.3008,
"step": 103
},
{
"epoch": 0.020475463897228922,
"grad_norm": 2.4048798084259033,
"learning_rate": 5.0826697238317935e-05,
"loss": 1.9456,
"step": 104
},
{
"epoch": 0.0206723433577792,
"grad_norm": 1.8811132907867432,
"learning_rate": 5e-05,
"loss": 1.9413,
"step": 105
},
{
"epoch": 0.020869222818329477,
"grad_norm": 1.7084625959396362,
"learning_rate": 4.917330276168208e-05,
"loss": 2.1956,
"step": 106
},
{
"epoch": 0.021066102278879756,
"grad_norm": 1.6710535287857056,
"learning_rate": 4.834683153413459e-05,
"loss": 2.1052,
"step": 107
},
{
"epoch": 0.021262981739430035,
"grad_norm": 1.763252854347229,
"learning_rate": 4.7520812266338885e-05,
"loss": 1.9297,
"step": 108
},
{
"epoch": 0.021459861199980314,
"grad_norm": 1.7069237232208252,
"learning_rate": 4.669547078371504e-05,
"loss": 2.0104,
"step": 109
},
{
"epoch": 0.02165674066053059,
"grad_norm": 2.005214214324951,
"learning_rate": 4.5871032726383386e-05,
"loss": 2.1658,
"step": 110
},
{
"epoch": 0.021853620121080868,
"grad_norm": 2.3560802936553955,
"learning_rate": 4.504772348747687e-05,
"loss": 2.2162,
"step": 111
},
{
"epoch": 0.022050499581631147,
"grad_norm": 1.742017388343811,
"learning_rate": 4.4225768151520694e-05,
"loss": 1.8804,
"step": 112
},
{
"epoch": 0.022247379042181423,
"grad_norm": 1.8132730722427368,
"learning_rate": 4.3405391432896555e-05,
"loss": 2.0396,
"step": 113
},
{
"epoch": 0.0224442585027317,
"grad_norm": 1.8238927125930786,
"learning_rate": 4.2586817614407895e-05,
"loss": 2.0578,
"step": 114
},
{
"epoch": 0.02264113796328198,
"grad_norm": 1.8106420040130615,
"learning_rate": 4.17702704859633e-05,
"loss": 2.0014,
"step": 115
},
{
"epoch": 0.02283801742383226,
"grad_norm": 1.6731736660003662,
"learning_rate": 4.095597328339452e-05,
"loss": 1.8581,
"step": 116
},
{
"epoch": 0.023034896884382535,
"grad_norm": 1.6497639417648315,
"learning_rate": 4.0144148627425993e-05,
"loss": 1.9013,
"step": 117
},
{
"epoch": 0.023231776344932814,
"grad_norm": 1.7323822975158691,
"learning_rate": 3.933501846281267e-05,
"loss": 1.7526,
"step": 118
},
{
"epoch": 0.023428655805483093,
"grad_norm": 1.758415699005127,
"learning_rate": 3.852880399766243e-05,
"loss": 1.9007,
"step": 119
},
{
"epoch": 0.023625535266033372,
"grad_norm": 1.8373111486434937,
"learning_rate": 3.772572564296005e-05,
"loss": 2.1219,
"step": 120
},
{
"epoch": 0.023822414726583648,
"grad_norm": 1.7346097230911255,
"learning_rate": 3.6926002952309016e-05,
"loss": 1.9534,
"step": 121
},
{
"epoch": 0.024019294187133926,
"grad_norm": 1.764580488204956,
"learning_rate": 3.612985456190778e-05,
"loss": 1.9987,
"step": 122
},
{
"epoch": 0.024216173647684205,
"grad_norm": 1.750520944595337,
"learning_rate": 3.533749813077677e-05,
"loss": 1.9747,
"step": 123
},
{
"epoch": 0.024413053108234484,
"grad_norm": 1.7164589166641235,
"learning_rate": 3.4549150281252636e-05,
"loss": 1.9209,
"step": 124
},
{
"epoch": 0.02460993256878476,
"grad_norm": 1.7653440237045288,
"learning_rate": 3.3765026539765834e-05,
"loss": 1.8264,
"step": 125
},
{
"epoch": 0.02480681202933504,
"grad_norm": 1.8179305791854858,
"learning_rate": 3.298534127791785e-05,
"loss": 1.8391,
"step": 126
},
{
"epoch": 0.025003691489885318,
"grad_norm": 1.7005746364593506,
"learning_rate": 3.221030765387417e-05,
"loss": 1.9018,
"step": 127
},
{
"epoch": 0.025200570950435597,
"grad_norm": 1.7188222408294678,
"learning_rate": 3.144013755408895e-05,
"loss": 1.8897,
"step": 128
},
{
"epoch": 0.025397450410985872,
"grad_norm": 1.712591290473938,
"learning_rate": 3.0675041535377405e-05,
"loss": 1.7492,
"step": 129
},
{
"epoch": 0.02559432987153615,
"grad_norm": 1.9163239002227783,
"learning_rate": 2.991522876735154e-05,
"loss": 2.0165,
"step": 130
},
{
"epoch": 0.02579120933208643,
"grad_norm": 1.9214532375335693,
"learning_rate": 2.916090697523549e-05,
"loss": 2.0788,
"step": 131
},
{
"epoch": 0.02598808879263671,
"grad_norm": 1.896920919418335,
"learning_rate": 2.8412282383075363e-05,
"loss": 1.9214,
"step": 132
},
{
"epoch": 0.026184968253186985,
"grad_norm": 1.6200294494628906,
"learning_rate": 2.766955965735968e-05,
"loss": 1.744,
"step": 133
},
{
"epoch": 0.026381847713737264,
"grad_norm": 1.626323938369751,
"learning_rate": 2.693294185106562e-05,
"loss": 1.8176,
"step": 134
},
{
"epoch": 0.026578727174287543,
"grad_norm": 1.9877479076385498,
"learning_rate": 2.6202630348146324e-05,
"loss": 2.0644,
"step": 135
},
{
"epoch": 0.02677560663483782,
"grad_norm": 1.8600821495056152,
"learning_rate": 2.547882480847461e-05,
"loss": 2.003,
"step": 136
},
{
"epoch": 0.026972486095388097,
"grad_norm": 1.773910641670227,
"learning_rate": 2.476172311325783e-05,
"loss": 1.9803,
"step": 137
},
{
"epoch": 0.027169365555938376,
"grad_norm": 1.6655477285385132,
"learning_rate": 2.405152131093926e-05,
"loss": 1.7294,
"step": 138
},
{
"epoch": 0.027366245016488655,
"grad_norm": 1.8801628351211548,
"learning_rate": 2.3348413563600325e-05,
"loss": 1.8536,
"step": 139
},
{
"epoch": 0.027563124477038934,
"grad_norm": 1.880556344985962,
"learning_rate": 2.2652592093878666e-05,
"loss": 1.924,
"step": 140
},
{
"epoch": 0.02776000393758921,
"grad_norm": 1.9137473106384277,
"learning_rate": 2.196424713241637e-05,
"loss": 2.0049,
"step": 141
},
{
"epoch": 0.02795688339813949,
"grad_norm": 1.8949143886566162,
"learning_rate": 2.128356686585282e-05,
"loss": 1.8792,
"step": 142
},
{
"epoch": 0.028153762858689767,
"grad_norm": 1.9418630599975586,
"learning_rate": 2.061073738537635e-05,
"loss": 2.05,
"step": 143
},
{
"epoch": 0.028350642319240046,
"grad_norm": 2.0430312156677246,
"learning_rate": 1.9945942635848748e-05,
"loss": 2.0717,
"step": 144
},
{
"epoch": 0.028547521779790322,
"grad_norm": 1.998457908630371,
"learning_rate": 1.928936436551661e-05,
"loss": 1.9202,
"step": 145
},
{
"epoch": 0.0287444012403406,
"grad_norm": 2.010180950164795,
"learning_rate": 1.8641182076323148e-05,
"loss": 1.979,
"step": 146
},
{
"epoch": 0.02894128070089088,
"grad_norm": 2.290452241897583,
"learning_rate": 1.800157297483417e-05,
"loss": 1.8416,
"step": 147
},
{
"epoch": 0.02913816016144116,
"grad_norm": 2.139098644256592,
"learning_rate": 1.7370711923791567e-05,
"loss": 2.0033,
"step": 148
},
{
"epoch": 0.029335039621991434,
"grad_norm": 2.1091532707214355,
"learning_rate": 1.6748771394307585e-05,
"loss": 1.7023,
"step": 149
},
{
"epoch": 0.029531919082541713,
"grad_norm": 2.765894651412964,
"learning_rate": 1.6135921418712956e-05,
"loss": 1.7839,
"step": 150
},
{
"epoch": 0.029531919082541713,
"eval_loss": 1.9811595678329468,
"eval_runtime": 995.7334,
"eval_samples_per_second": 8.592,
"eval_steps_per_second": 2.148,
"step": 150
},
{
"epoch": 0.029728798543091992,
"grad_norm": 2.3368406295776367,
"learning_rate": 1.553232954407171e-05,
"loss": 2.2091,
"step": 151
},
{
"epoch": 0.02992567800364227,
"grad_norm": 2.4661142826080322,
"learning_rate": 1.4938160786375572e-05,
"loss": 2.1848,
"step": 152
},
{
"epoch": 0.030122557464192547,
"grad_norm": 2.4162588119506836,
"learning_rate": 1.435357758543015e-05,
"loss": 2.2599,
"step": 153
},
{
"epoch": 0.030319436924742826,
"grad_norm": 2.4898364543914795,
"learning_rate": 1.3778739760445552e-05,
"loss": 2.259,
"step": 154
},
{
"epoch": 0.030516316385293105,
"grad_norm": 2.370333194732666,
"learning_rate": 1.3213804466343421e-05,
"loss": 2.3746,
"step": 155
},
{
"epoch": 0.030713195845843384,
"grad_norm": 2.2642598152160645,
"learning_rate": 1.2658926150792322e-05,
"loss": 2.0568,
"step": 156
},
{
"epoch": 0.03091007530639366,
"grad_norm": 2.4862935543060303,
"learning_rate": 1.2114256511983274e-05,
"loss": 2.1699,
"step": 157
},
{
"epoch": 0.031106954766943938,
"grad_norm": 1.9254343509674072,
"learning_rate": 1.157994445715706e-05,
"loss": 1.9791,
"step": 158
},
{
"epoch": 0.031303834227494214,
"grad_norm": 2.4063682556152344,
"learning_rate": 1.1056136061894384e-05,
"loss": 2.0675,
"step": 159
},
{
"epoch": 0.031500713688044496,
"grad_norm": 2.0526909828186035,
"learning_rate": 1.0542974530180327e-05,
"loss": 2.0096,
"step": 160
},
{
"epoch": 0.03169759314859477,
"grad_norm": 2.0006186962127686,
"learning_rate": 1.0040600155253765e-05,
"loss": 2.0546,
"step": 161
},
{
"epoch": 0.031894472609145054,
"grad_norm": 1.79495370388031,
"learning_rate": 9.549150281252633e-06,
"loss": 1.8905,
"step": 162
},
{
"epoch": 0.03209135206969533,
"grad_norm": 1.9229059219360352,
"learning_rate": 9.068759265665384e-06,
"loss": 1.8656,
"step": 163
},
{
"epoch": 0.032288231530245605,
"grad_norm": 1.7289212942123413,
"learning_rate": 8.599558442598998e-06,
"loss": 2.082,
"step": 164
},
{
"epoch": 0.03248511099079589,
"grad_norm": 1.7867295742034912,
"learning_rate": 8.141676086873572e-06,
"loss": 2.0735,
"step": 165
},
{
"epoch": 0.03268199045134616,
"grad_norm": 1.7193914651870728,
"learning_rate": 7.695237378953223e-06,
"loss": 1.9228,
"step": 166
},
{
"epoch": 0.03287886991189644,
"grad_norm": 1.7749696969985962,
"learning_rate": 7.260364370723044e-06,
"loss": 2.1935,
"step": 167
},
{
"epoch": 0.03307574937244672,
"grad_norm": 1.6653289794921875,
"learning_rate": 6.837175952121306e-06,
"loss": 1.947,
"step": 168
},
{
"epoch": 0.033272628832996996,
"grad_norm": 1.7008565664291382,
"learning_rate": 6.425787818636131e-06,
"loss": 2.0406,
"step": 169
},
{
"epoch": 0.03346950829354728,
"grad_norm": 1.6552019119262695,
"learning_rate": 6.026312439675552e-06,
"loss": 1.882,
"step": 170
},
{
"epoch": 0.033666387754097554,
"grad_norm": 1.4661345481872559,
"learning_rate": 5.6388590278194096e-06,
"loss": 1.6179,
"step": 171
},
{
"epoch": 0.03386326721464783,
"grad_norm": 1.7197890281677246,
"learning_rate": 5.263533508961827e-06,
"loss": 1.9525,
"step": 172
},
{
"epoch": 0.03406014667519811,
"grad_norm": 1.7171134948730469,
"learning_rate": 4.900438493352055e-06,
"loss": 1.8843,
"step": 173
},
{
"epoch": 0.03425702613574839,
"grad_norm": 1.7397480010986328,
"learning_rate": 4.549673247541875e-06,
"loss": 1.8908,
"step": 174
},
{
"epoch": 0.03445390559629866,
"grad_norm": 1.6638896465301514,
"learning_rate": 4.2113336672471245e-06,
"loss": 1.794,
"step": 175
},
{
"epoch": 0.034650785056848946,
"grad_norm": 1.7965015172958374,
"learning_rate": 3.885512251130763e-06,
"loss": 2.048,
"step": 176
},
{
"epoch": 0.03484766451739922,
"grad_norm": 1.6608469486236572,
"learning_rate": 3.5722980755146517e-06,
"loss": 1.9697,
"step": 177
},
{
"epoch": 0.035044543977949504,
"grad_norm": 1.6930960416793823,
"learning_rate": 3.271776770026963e-06,
"loss": 2.0323,
"step": 178
},
{
"epoch": 0.03524142343849978,
"grad_norm": 1.6391199827194214,
"learning_rate": 2.9840304941919415e-06,
"loss": 1.8504,
"step": 179
},
{
"epoch": 0.035438302899050055,
"grad_norm": 1.7861101627349854,
"learning_rate": 2.7091379149682685e-06,
"loss": 1.8967,
"step": 180
},
{
"epoch": 0.03563518235960034,
"grad_norm": 1.645735740661621,
"learning_rate": 2.4471741852423237e-06,
"loss": 1.773,
"step": 181
},
{
"epoch": 0.03583206182015061,
"grad_norm": 1.6818723678588867,
"learning_rate": 2.1982109232821178e-06,
"loss": 2.1578,
"step": 182
},
{
"epoch": 0.03602894128070089,
"grad_norm": 1.6487213373184204,
"learning_rate": 1.962316193157593e-06,
"loss": 2.0459,
"step": 183
},
{
"epoch": 0.03622582074125117,
"grad_norm": 1.7500289678573608,
"learning_rate": 1.7395544861325718e-06,
"loss": 1.9734,
"step": 184
},
{
"epoch": 0.036422700201801446,
"grad_norm": 1.6304092407226562,
"learning_rate": 1.5299867030334814e-06,
"loss": 1.9591,
"step": 185
},
{
"epoch": 0.03661957966235173,
"grad_norm": 1.9713987112045288,
"learning_rate": 1.333670137599713e-06,
"loss": 1.9772,
"step": 186
},
{
"epoch": 0.036816459122902004,
"grad_norm": 1.6248691082000732,
"learning_rate": 1.1506584608200367e-06,
"loss": 1.7881,
"step": 187
},
{
"epoch": 0.03701333858345228,
"grad_norm": 1.7883880138397217,
"learning_rate": 9.810017062595322e-07,
"loss": 1.9583,
"step": 188
},
{
"epoch": 0.03721021804400256,
"grad_norm": 1.8968380689620972,
"learning_rate": 8.247462563808817e-07,
"loss": 1.9857,
"step": 189
},
{
"epoch": 0.03740709750455284,
"grad_norm": 1.7393633127212524,
"learning_rate": 6.819348298638839e-07,
"loss": 1.7641,
"step": 190
},
{
"epoch": 0.03760397696510311,
"grad_norm": 1.9815459251403809,
"learning_rate": 5.526064699265753e-07,
"loss": 2.0591,
"step": 191
},
{
"epoch": 0.037800856425653395,
"grad_norm": 1.5676066875457764,
"learning_rate": 4.367965336512403e-07,
"loss": 1.8335,
"step": 192
},
{
"epoch": 0.03799773588620367,
"grad_norm": 1.8990899324417114,
"learning_rate": 3.3453668231809286e-07,
"loss": 1.8151,
"step": 193
},
{
"epoch": 0.03819461534675395,
"grad_norm": 1.8243780136108398,
"learning_rate": 2.458548727494292e-07,
"loss": 1.9152,
"step": 194
},
{
"epoch": 0.03839149480730423,
"grad_norm": 2.0028982162475586,
"learning_rate": 1.7077534966650766e-07,
"loss": 1.7972,
"step": 195
},
{
"epoch": 0.038588374267854504,
"grad_norm": 2.096224308013916,
"learning_rate": 1.0931863906127327e-07,
"loss": 1.6984,
"step": 196
},
{
"epoch": 0.03878525372840479,
"grad_norm": 2.4684019088745117,
"learning_rate": 6.150154258476315e-08,
"loss": 1.8951,
"step": 197
},
{
"epoch": 0.03898213318895506,
"grad_norm": 2.1698174476623535,
"learning_rate": 2.7337132953697554e-08,
"loss": 1.84,
"step": 198
},
{
"epoch": 0.03917901264950534,
"grad_norm": 2.8406214714050293,
"learning_rate": 6.834750376549792e-09,
"loss": 2.1935,
"step": 199
},
{
"epoch": 0.03937589211005562,
"grad_norm": 2.8411245346069336,
"learning_rate": 0.0,
"loss": 1.8803,
"step": 200
},
{
"epoch": 0.03937589211005562,
"eval_loss": 1.9404832124710083,
"eval_runtime": 997.0806,
"eval_samples_per_second": 8.58,
"eval_steps_per_second": 2.145,
"step": 200
}
],
"logging_steps": 1,
"max_steps": 200,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 50,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 5,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 0
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 3.017078697099264e+17,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}