prxy5605's picture
Training in progress, step 200, checkpoint
9fd25be verified
{
"best_metric": 1.8008776903152466,
"best_model_checkpoint": "miner_id_24/checkpoint-200",
"epoch": 0.05356903709655819,
"eval_steps": 50,
"global_step": 200,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.00026784518548279097,
"grad_norm": 3.333930253982544,
"learning_rate": 1e-05,
"loss": 1.4524,
"step": 1
},
{
"epoch": 0.00026784518548279097,
"eval_loss": 3.339059352874756,
"eval_runtime": 377.673,
"eval_samples_per_second": 16.649,
"eval_steps_per_second": 4.162,
"step": 1
},
{
"epoch": 0.0005356903709655819,
"grad_norm": 3.44179105758667,
"learning_rate": 2e-05,
"loss": 1.5758,
"step": 2
},
{
"epoch": 0.0008035355564483728,
"grad_norm": 2.6693384647369385,
"learning_rate": 3e-05,
"loss": 1.4645,
"step": 3
},
{
"epoch": 0.0010713807419311639,
"grad_norm": 1.710910677909851,
"learning_rate": 4e-05,
"loss": 1.5269,
"step": 4
},
{
"epoch": 0.0013392259274139548,
"grad_norm": 3.0236446857452393,
"learning_rate": 5e-05,
"loss": 1.516,
"step": 5
},
{
"epoch": 0.0016070711128967456,
"grad_norm": 2.9545600414276123,
"learning_rate": 6e-05,
"loss": 1.7818,
"step": 6
},
{
"epoch": 0.0018749162983795367,
"grad_norm": 1.961796522140503,
"learning_rate": 7e-05,
"loss": 1.8019,
"step": 7
},
{
"epoch": 0.0021427614838623278,
"grad_norm": 1.8427914381027222,
"learning_rate": 8e-05,
"loss": 1.945,
"step": 8
},
{
"epoch": 0.0024106066693451184,
"grad_norm": 1.7744075059890747,
"learning_rate": 9e-05,
"loss": 1.742,
"step": 9
},
{
"epoch": 0.0026784518548279095,
"grad_norm": 1.4324676990509033,
"learning_rate": 0.0001,
"loss": 1.7219,
"step": 10
},
{
"epoch": 0.0029462970403107006,
"grad_norm": 0.94417405128479,
"learning_rate": 9.999316524962345e-05,
"loss": 1.7778,
"step": 11
},
{
"epoch": 0.0032141422257934912,
"grad_norm": 1.920737624168396,
"learning_rate": 9.997266286704631e-05,
"loss": 1.7155,
"step": 12
},
{
"epoch": 0.0034819874112762823,
"grad_norm": 1.378326416015625,
"learning_rate": 9.993849845741524e-05,
"loss": 1.8534,
"step": 13
},
{
"epoch": 0.0037498325967590734,
"grad_norm": 1.459309458732605,
"learning_rate": 9.989068136093873e-05,
"loss": 1.8655,
"step": 14
},
{
"epoch": 0.004017677782241864,
"grad_norm": 1.5178602933883667,
"learning_rate": 9.98292246503335e-05,
"loss": 1.6379,
"step": 15
},
{
"epoch": 0.0042855229677246556,
"grad_norm": 0.7386080026626587,
"learning_rate": 9.975414512725057e-05,
"loss": 1.7265,
"step": 16
},
{
"epoch": 0.004553368153207446,
"grad_norm": 1.2269948720932007,
"learning_rate": 9.966546331768191e-05,
"loss": 1.7025,
"step": 17
},
{
"epoch": 0.004821213338690237,
"grad_norm": 0.905255138874054,
"learning_rate": 9.956320346634876e-05,
"loss": 1.685,
"step": 18
},
{
"epoch": 0.005089058524173028,
"grad_norm": 0.8691777586936951,
"learning_rate": 9.944739353007344e-05,
"loss": 1.7192,
"step": 19
},
{
"epoch": 0.005356903709655819,
"grad_norm": 0.9960977435112,
"learning_rate": 9.931806517013612e-05,
"loss": 1.7914,
"step": 20
},
{
"epoch": 0.00562474889513861,
"grad_norm": 0.9538270235061646,
"learning_rate": 9.917525374361912e-05,
"loss": 1.9184,
"step": 21
},
{
"epoch": 0.005892594080621401,
"grad_norm": 1.0331635475158691,
"learning_rate": 9.901899829374047e-05,
"loss": 1.8969,
"step": 22
},
{
"epoch": 0.006160439266104192,
"grad_norm": 0.8776848316192627,
"learning_rate": 9.884934153917997e-05,
"loss": 1.9563,
"step": 23
},
{
"epoch": 0.0064282844515869825,
"grad_norm": 0.8616760969161987,
"learning_rate": 9.86663298624003e-05,
"loss": 1.8526,
"step": 24
},
{
"epoch": 0.006696129637069774,
"grad_norm": 0.7754805684089661,
"learning_rate": 9.847001329696653e-05,
"loss": 1.8823,
"step": 25
},
{
"epoch": 0.006963974822552565,
"grad_norm": 1.0088698863983154,
"learning_rate": 9.826044551386744e-05,
"loss": 1.9282,
"step": 26
},
{
"epoch": 0.007231820008035355,
"grad_norm": 0.933375895023346,
"learning_rate": 9.803768380684242e-05,
"loss": 2.0393,
"step": 27
},
{
"epoch": 0.007499665193518147,
"grad_norm": 0.9726508855819702,
"learning_rate": 9.780178907671789e-05,
"loss": 2.0976,
"step": 28
},
{
"epoch": 0.0077675103790009374,
"grad_norm": 1.098980188369751,
"learning_rate": 9.755282581475769e-05,
"loss": 2.0853,
"step": 29
},
{
"epoch": 0.008035355564483728,
"grad_norm": 1.2418533563613892,
"learning_rate": 9.729086208503174e-05,
"loss": 2.057,
"step": 30
},
{
"epoch": 0.00830320074996652,
"grad_norm": 1.032130479812622,
"learning_rate": 9.701596950580806e-05,
"loss": 2.2126,
"step": 31
},
{
"epoch": 0.008571045935449311,
"grad_norm": 1.275407314300537,
"learning_rate": 9.672822322997305e-05,
"loss": 2.3442,
"step": 32
},
{
"epoch": 0.008838891120932101,
"grad_norm": 0.9324800372123718,
"learning_rate": 9.642770192448536e-05,
"loss": 2.1617,
"step": 33
},
{
"epoch": 0.009106736306414892,
"grad_norm": 0.9083219170570374,
"learning_rate": 9.611448774886924e-05,
"loss": 2.2688,
"step": 34
},
{
"epoch": 0.009374581491897684,
"grad_norm": 1.0046746730804443,
"learning_rate": 9.578866633275288e-05,
"loss": 2.0271,
"step": 35
},
{
"epoch": 0.009642426677380474,
"grad_norm": 1.07561194896698,
"learning_rate": 9.545032675245813e-05,
"loss": 2.0521,
"step": 36
},
{
"epoch": 0.009910271862863265,
"grad_norm": 1.2042580842971802,
"learning_rate": 9.509956150664796e-05,
"loss": 2.0862,
"step": 37
},
{
"epoch": 0.010178117048346057,
"grad_norm": 1.1449425220489502,
"learning_rate": 9.473646649103818e-05,
"loss": 2.1439,
"step": 38
},
{
"epoch": 0.010445962233828847,
"grad_norm": 1.4371974468231201,
"learning_rate": 9.43611409721806e-05,
"loss": 2.0648,
"step": 39
},
{
"epoch": 0.010713807419311638,
"grad_norm": 1.1394928693771362,
"learning_rate": 9.397368756032445e-05,
"loss": 2.1797,
"step": 40
},
{
"epoch": 0.01098165260479443,
"grad_norm": 1.1724424362182617,
"learning_rate": 9.357421218136386e-05,
"loss": 2.1833,
"step": 41
},
{
"epoch": 0.01124949779027722,
"grad_norm": 1.2767730951309204,
"learning_rate": 9.316282404787871e-05,
"loss": 2.1733,
"step": 42
},
{
"epoch": 0.01151734297576001,
"grad_norm": 1.176896333694458,
"learning_rate": 9.273963562927695e-05,
"loss": 2.2022,
"step": 43
},
{
"epoch": 0.011785188161242802,
"grad_norm": 2.1997969150543213,
"learning_rate": 9.230476262104677e-05,
"loss": 2.3014,
"step": 44
},
{
"epoch": 0.012053033346725592,
"grad_norm": 2.0579676628112793,
"learning_rate": 9.185832391312644e-05,
"loss": 2.3595,
"step": 45
},
{
"epoch": 0.012320878532208384,
"grad_norm": 2.482654571533203,
"learning_rate": 9.140044155740101e-05,
"loss": 2.4269,
"step": 46
},
{
"epoch": 0.012588723717691175,
"grad_norm": 1.8847991228103638,
"learning_rate": 9.093124073433463e-05,
"loss": 2.31,
"step": 47
},
{
"epoch": 0.012856568903173965,
"grad_norm": 2.7223808765411377,
"learning_rate": 9.045084971874738e-05,
"loss": 2.458,
"step": 48
},
{
"epoch": 0.013124414088656756,
"grad_norm": 2.435748815536499,
"learning_rate": 8.995939984474624e-05,
"loss": 2.448,
"step": 49
},
{
"epoch": 0.013392259274139548,
"grad_norm": 6.3010478019714355,
"learning_rate": 8.945702546981969e-05,
"loss": 2.8487,
"step": 50
},
{
"epoch": 0.013392259274139548,
"eval_loss": 3.23032546043396,
"eval_runtime": 378.6302,
"eval_samples_per_second": 16.607,
"eval_steps_per_second": 4.152,
"step": 50
},
{
"epoch": 0.013660104459622338,
"grad_norm": 35.09332275390625,
"learning_rate": 8.894386393810563e-05,
"loss": 3.1518,
"step": 51
},
{
"epoch": 0.01392794964510513,
"grad_norm": 15.837681770324707,
"learning_rate": 8.842005554284296e-05,
"loss": 2.2305,
"step": 52
},
{
"epoch": 0.01419579483058792,
"grad_norm": 7.110929489135742,
"learning_rate": 8.788574348801675e-05,
"loss": 1.5328,
"step": 53
},
{
"epoch": 0.01446364001607071,
"grad_norm": 2.344552993774414,
"learning_rate": 8.73410738492077e-05,
"loss": 1.3117,
"step": 54
},
{
"epoch": 0.014731485201553502,
"grad_norm": 1.6074857711791992,
"learning_rate": 8.678619553365659e-05,
"loss": 1.2791,
"step": 55
},
{
"epoch": 0.014999330387036294,
"grad_norm": 0.9663664102554321,
"learning_rate": 8.622126023955446e-05,
"loss": 1.2976,
"step": 56
},
{
"epoch": 0.015267175572519083,
"grad_norm": 0.7298042178153992,
"learning_rate": 8.564642241456986e-05,
"loss": 1.2671,
"step": 57
},
{
"epoch": 0.015535020758001875,
"grad_norm": 0.6781096458435059,
"learning_rate": 8.506183921362443e-05,
"loss": 1.4487,
"step": 58
},
{
"epoch": 0.015802865943484665,
"grad_norm": 0.6039943099021912,
"learning_rate": 8.44676704559283e-05,
"loss": 1.4686,
"step": 59
},
{
"epoch": 0.016070711128967456,
"grad_norm": 0.5714627504348755,
"learning_rate": 8.386407858128706e-05,
"loss": 1.5361,
"step": 60
},
{
"epoch": 0.016338556314450248,
"grad_norm": 0.5353637337684631,
"learning_rate": 8.32512286056924e-05,
"loss": 1.4845,
"step": 61
},
{
"epoch": 0.01660640149993304,
"grad_norm": 0.586633026599884,
"learning_rate": 8.262928807620843e-05,
"loss": 1.5548,
"step": 62
},
{
"epoch": 0.01687424668541583,
"grad_norm": 0.5950109362602234,
"learning_rate": 8.199842702516583e-05,
"loss": 1.5925,
"step": 63
},
{
"epoch": 0.017142091870898622,
"grad_norm": 0.513549268245697,
"learning_rate": 8.135881792367686e-05,
"loss": 1.5946,
"step": 64
},
{
"epoch": 0.01740993705638141,
"grad_norm": 0.4591107964515686,
"learning_rate": 8.07106356344834e-05,
"loss": 1.5853,
"step": 65
},
{
"epoch": 0.017677782241864202,
"grad_norm": 0.5080562233924866,
"learning_rate": 8.005405736415126e-05,
"loss": 1.5563,
"step": 66
},
{
"epoch": 0.017945627427346993,
"grad_norm": 0.46998336911201477,
"learning_rate": 7.938926261462366e-05,
"loss": 1.6126,
"step": 67
},
{
"epoch": 0.018213472612829785,
"grad_norm": 0.573527455329895,
"learning_rate": 7.871643313414718e-05,
"loss": 1.6408,
"step": 68
},
{
"epoch": 0.018481317798312576,
"grad_norm": 0.543536901473999,
"learning_rate": 7.803575286758364e-05,
"loss": 1.9348,
"step": 69
},
{
"epoch": 0.018749162983795368,
"grad_norm": 0.5021911859512329,
"learning_rate": 7.734740790612136e-05,
"loss": 1.6445,
"step": 70
},
{
"epoch": 0.019017008169278156,
"grad_norm": 0.6000838279724121,
"learning_rate": 7.66515864363997e-05,
"loss": 1.8059,
"step": 71
},
{
"epoch": 0.019284853354760947,
"grad_norm": 0.645431399345398,
"learning_rate": 7.594847868906076e-05,
"loss": 1.6823,
"step": 72
},
{
"epoch": 0.01955269854024374,
"grad_norm": 0.6973119378089905,
"learning_rate": 7.52382768867422e-05,
"loss": 1.9438,
"step": 73
},
{
"epoch": 0.01982054372572653,
"grad_norm": 0.6624037027359009,
"learning_rate": 7.452117519152542e-05,
"loss": 1.8866,
"step": 74
},
{
"epoch": 0.020088388911209322,
"grad_norm": 0.7418327927589417,
"learning_rate": 7.379736965185368e-05,
"loss": 1.7553,
"step": 75
},
{
"epoch": 0.020356234096692113,
"grad_norm": 0.8361924886703491,
"learning_rate": 7.30670581489344e-05,
"loss": 2.0092,
"step": 76
},
{
"epoch": 0.0206240792821749,
"grad_norm": 0.72418612241745,
"learning_rate": 7.233044034264034e-05,
"loss": 1.7896,
"step": 77
},
{
"epoch": 0.020891924467657693,
"grad_norm": 0.713162362575531,
"learning_rate": 7.158771761692464e-05,
"loss": 2.1179,
"step": 78
},
{
"epoch": 0.021159769653140485,
"grad_norm": 0.7853183150291443,
"learning_rate": 7.083909302476453e-05,
"loss": 2.0416,
"step": 79
},
{
"epoch": 0.021427614838623276,
"grad_norm": 0.7384597063064575,
"learning_rate": 7.008477123264848e-05,
"loss": 2.097,
"step": 80
},
{
"epoch": 0.021695460024106068,
"grad_norm": 0.7446250319480896,
"learning_rate": 6.932495846462261e-05,
"loss": 2.252,
"step": 81
},
{
"epoch": 0.02196330520958886,
"grad_norm": 0.6318081021308899,
"learning_rate": 6.855986244591104e-05,
"loss": 2.1584,
"step": 82
},
{
"epoch": 0.022231150395071647,
"grad_norm": 0.7878530025482178,
"learning_rate": 6.778969234612584e-05,
"loss": 2.0542,
"step": 83
},
{
"epoch": 0.02249899558055444,
"grad_norm": 0.793310284614563,
"learning_rate": 6.701465872208216e-05,
"loss": 2.1004,
"step": 84
},
{
"epoch": 0.02276684076603723,
"grad_norm": 1.1869111061096191,
"learning_rate": 6.623497346023418e-05,
"loss": 2.224,
"step": 85
},
{
"epoch": 0.02303468595152002,
"grad_norm": 0.8399895429611206,
"learning_rate": 6.545084971874738e-05,
"loss": 2.1265,
"step": 86
},
{
"epoch": 0.023302531137002813,
"grad_norm": 0.8845256567001343,
"learning_rate": 6.466250186922325e-05,
"loss": 2.1339,
"step": 87
},
{
"epoch": 0.023570376322485605,
"grad_norm": 1.097377896308899,
"learning_rate": 6.387014543809223e-05,
"loss": 1.9944,
"step": 88
},
{
"epoch": 0.023838221507968393,
"grad_norm": 1.1093826293945312,
"learning_rate": 6.307399704769099e-05,
"loss": 2.085,
"step": 89
},
{
"epoch": 0.024106066693451184,
"grad_norm": 1.1365543603897095,
"learning_rate": 6.227427435703997e-05,
"loss": 1.9185,
"step": 90
},
{
"epoch": 0.024373911878933976,
"grad_norm": 1.2219469547271729,
"learning_rate": 6.147119600233758e-05,
"loss": 2.134,
"step": 91
},
{
"epoch": 0.024641757064416767,
"grad_norm": 1.3199540376663208,
"learning_rate": 6.066498153718735e-05,
"loss": 2.1947,
"step": 92
},
{
"epoch": 0.02490960224989956,
"grad_norm": 0.9772177338600159,
"learning_rate": 5.985585137257401e-05,
"loss": 2.1418,
"step": 93
},
{
"epoch": 0.02517744743538235,
"grad_norm": 1.0486177206039429,
"learning_rate": 5.90440267166055e-05,
"loss": 2.2436,
"step": 94
},
{
"epoch": 0.02544529262086514,
"grad_norm": 1.3388665914535522,
"learning_rate": 5.8229729514036705e-05,
"loss": 2.199,
"step": 95
},
{
"epoch": 0.02571313780634793,
"grad_norm": 1.2399343252182007,
"learning_rate": 5.74131823855921e-05,
"loss": 2.3399,
"step": 96
},
{
"epoch": 0.02598098299183072,
"grad_norm": 1.3912508487701416,
"learning_rate": 5.6594608567103456e-05,
"loss": 2.3684,
"step": 97
},
{
"epoch": 0.026248828177313513,
"grad_norm": 2.3723835945129395,
"learning_rate": 5.577423184847932e-05,
"loss": 2.4135,
"step": 98
},
{
"epoch": 0.026516673362796304,
"grad_norm": 1.4856144189834595,
"learning_rate": 5.495227651252315e-05,
"loss": 2.371,
"step": 99
},
{
"epoch": 0.026784518548279096,
"grad_norm": 1.8692500591278076,
"learning_rate": 5.4128967273616625e-05,
"loss": 2.4434,
"step": 100
},
{
"epoch": 0.026784518548279096,
"eval_loss": 2.1365230083465576,
"eval_runtime": 379.5769,
"eval_samples_per_second": 16.566,
"eval_steps_per_second": 4.141,
"step": 100
},
{
"epoch": 0.027052363733761884,
"grad_norm": 4.3066325187683105,
"learning_rate": 5.330452921628497e-05,
"loss": 1.2774,
"step": 101
},
{
"epoch": 0.027320208919244676,
"grad_norm": 2.4925754070281982,
"learning_rate": 5.247918773366112e-05,
"loss": 1.0941,
"step": 102
},
{
"epoch": 0.027588054104727467,
"grad_norm": 1.183905005455017,
"learning_rate": 5.165316846586541e-05,
"loss": 1.0709,
"step": 103
},
{
"epoch": 0.02785589929021026,
"grad_norm": 0.8178330659866333,
"learning_rate": 5.0826697238317935e-05,
"loss": 1.1397,
"step": 104
},
{
"epoch": 0.02812374447569305,
"grad_norm": 0.7322461009025574,
"learning_rate": 5e-05,
"loss": 1.2571,
"step": 105
},
{
"epoch": 0.02839158966117584,
"grad_norm": 0.6318075060844421,
"learning_rate": 4.917330276168208e-05,
"loss": 1.144,
"step": 106
},
{
"epoch": 0.02865943484665863,
"grad_norm": 0.7195743918418884,
"learning_rate": 4.834683153413459e-05,
"loss": 1.2815,
"step": 107
},
{
"epoch": 0.02892728003214142,
"grad_norm": 0.7300739288330078,
"learning_rate": 4.7520812266338885e-05,
"loss": 1.4335,
"step": 108
},
{
"epoch": 0.029195125217624213,
"grad_norm": 0.6241258382797241,
"learning_rate": 4.669547078371504e-05,
"loss": 1.4808,
"step": 109
},
{
"epoch": 0.029462970403107004,
"grad_norm": 0.4644920825958252,
"learning_rate": 4.5871032726383386e-05,
"loss": 1.5138,
"step": 110
},
{
"epoch": 0.029730815588589796,
"grad_norm": 0.5784435272216797,
"learning_rate": 4.504772348747687e-05,
"loss": 1.4932,
"step": 111
},
{
"epoch": 0.029998660774072587,
"grad_norm": 0.5770624279975891,
"learning_rate": 4.4225768151520694e-05,
"loss": 1.552,
"step": 112
},
{
"epoch": 0.03026650595955538,
"grad_norm": 0.6292299032211304,
"learning_rate": 4.3405391432896555e-05,
"loss": 1.4303,
"step": 113
},
{
"epoch": 0.030534351145038167,
"grad_norm": 0.6070420742034912,
"learning_rate": 4.2586817614407895e-05,
"loss": 1.6523,
"step": 114
},
{
"epoch": 0.030802196330520958,
"grad_norm": 0.45281872153282166,
"learning_rate": 4.17702704859633e-05,
"loss": 1.6234,
"step": 115
},
{
"epoch": 0.03107004151600375,
"grad_norm": 0.4802415370941162,
"learning_rate": 4.095597328339452e-05,
"loss": 1.7052,
"step": 116
},
{
"epoch": 0.03133788670148654,
"grad_norm": 0.5472726821899414,
"learning_rate": 4.0144148627425993e-05,
"loss": 1.6384,
"step": 117
},
{
"epoch": 0.03160573188696933,
"grad_norm": 0.5683273077011108,
"learning_rate": 3.933501846281267e-05,
"loss": 1.688,
"step": 118
},
{
"epoch": 0.03187357707245212,
"grad_norm": 0.5509693622589111,
"learning_rate": 3.852880399766243e-05,
"loss": 1.7113,
"step": 119
},
{
"epoch": 0.03214142225793491,
"grad_norm": 0.46628203988075256,
"learning_rate": 3.772572564296005e-05,
"loss": 1.7117,
"step": 120
},
{
"epoch": 0.032409267443417704,
"grad_norm": 0.4309813380241394,
"learning_rate": 3.6926002952309016e-05,
"loss": 1.8916,
"step": 121
},
{
"epoch": 0.032677112628900495,
"grad_norm": 0.4455784857273102,
"learning_rate": 3.612985456190778e-05,
"loss": 1.788,
"step": 122
},
{
"epoch": 0.03294495781438329,
"grad_norm": 0.5357702374458313,
"learning_rate": 3.533749813077677e-05,
"loss": 1.8375,
"step": 123
},
{
"epoch": 0.03321280299986608,
"grad_norm": 0.693437397480011,
"learning_rate": 3.4549150281252636e-05,
"loss": 1.8821,
"step": 124
},
{
"epoch": 0.03348064818534887,
"grad_norm": 0.6140393018722534,
"learning_rate": 3.3765026539765834e-05,
"loss": 1.788,
"step": 125
},
{
"epoch": 0.03374849337083166,
"grad_norm": 0.5691301226615906,
"learning_rate": 3.298534127791785e-05,
"loss": 1.7983,
"step": 126
},
{
"epoch": 0.03401633855631445,
"grad_norm": 0.6249701976776123,
"learning_rate": 3.221030765387417e-05,
"loss": 1.8647,
"step": 127
},
{
"epoch": 0.034284183741797244,
"grad_norm": 0.5885187983512878,
"learning_rate": 3.144013755408895e-05,
"loss": 1.989,
"step": 128
},
{
"epoch": 0.03455202892728003,
"grad_norm": 0.6370279788970947,
"learning_rate": 3.0675041535377405e-05,
"loss": 2.0277,
"step": 129
},
{
"epoch": 0.03481987411276282,
"grad_norm": 0.7725704908370972,
"learning_rate": 2.991522876735154e-05,
"loss": 2.1655,
"step": 130
},
{
"epoch": 0.03508771929824561,
"grad_norm": 0.6694130897521973,
"learning_rate": 2.916090697523549e-05,
"loss": 1.8983,
"step": 131
},
{
"epoch": 0.035355564483728404,
"grad_norm": 0.7064082026481628,
"learning_rate": 2.8412282383075363e-05,
"loss": 2.1638,
"step": 132
},
{
"epoch": 0.035623409669211195,
"grad_norm": 0.6084491610527039,
"learning_rate": 2.766955965735968e-05,
"loss": 2.092,
"step": 133
},
{
"epoch": 0.03589125485469399,
"grad_norm": 0.8428956866264343,
"learning_rate": 2.693294185106562e-05,
"loss": 2.137,
"step": 134
},
{
"epoch": 0.03615910004017678,
"grad_norm": 0.7592659592628479,
"learning_rate": 2.6202630348146324e-05,
"loss": 2.1571,
"step": 135
},
{
"epoch": 0.03642694522565957,
"grad_norm": 0.692391574382782,
"learning_rate": 2.547882480847461e-05,
"loss": 2.1446,
"step": 136
},
{
"epoch": 0.03669479041114236,
"grad_norm": 0.6206789016723633,
"learning_rate": 2.476172311325783e-05,
"loss": 1.9945,
"step": 137
},
{
"epoch": 0.03696263559662515,
"grad_norm": 0.9543753862380981,
"learning_rate": 2.405152131093926e-05,
"loss": 1.9802,
"step": 138
},
{
"epoch": 0.037230480782107944,
"grad_norm": 0.8085548281669617,
"learning_rate": 2.3348413563600325e-05,
"loss": 2.188,
"step": 139
},
{
"epoch": 0.037498325967590736,
"grad_norm": 1.008013367652893,
"learning_rate": 2.2652592093878666e-05,
"loss": 1.9366,
"step": 140
},
{
"epoch": 0.03776617115307352,
"grad_norm": 1.034171462059021,
"learning_rate": 2.196424713241637e-05,
"loss": 2.1741,
"step": 141
},
{
"epoch": 0.03803401633855631,
"grad_norm": 1.1292489767074585,
"learning_rate": 2.128356686585282e-05,
"loss": 2.1649,
"step": 142
},
{
"epoch": 0.0383018615240391,
"grad_norm": 1.0804150104522705,
"learning_rate": 2.061073738537635e-05,
"loss": 2.0542,
"step": 143
},
{
"epoch": 0.038569706709521895,
"grad_norm": 2.013336181640625,
"learning_rate": 1.9945942635848748e-05,
"loss": 2.1298,
"step": 144
},
{
"epoch": 0.038837551895004686,
"grad_norm": 1.199326753616333,
"learning_rate": 1.928936436551661e-05,
"loss": 2.1158,
"step": 145
},
{
"epoch": 0.03910539708048748,
"grad_norm": 1.4698890447616577,
"learning_rate": 1.8641182076323148e-05,
"loss": 2.279,
"step": 146
},
{
"epoch": 0.03937324226597027,
"grad_norm": 1.5185235738754272,
"learning_rate": 1.800157297483417e-05,
"loss": 2.3614,
"step": 147
},
{
"epoch": 0.03964108745145306,
"grad_norm": 1.9969290494918823,
"learning_rate": 1.7370711923791567e-05,
"loss": 2.396,
"step": 148
},
{
"epoch": 0.03990893263693585,
"grad_norm": 2.4296302795410156,
"learning_rate": 1.6748771394307585e-05,
"loss": 2.3918,
"step": 149
},
{
"epoch": 0.040176777822418644,
"grad_norm": 4.925536155700684,
"learning_rate": 1.6135921418712956e-05,
"loss": 2.7508,
"step": 150
},
{
"epoch": 0.040176777822418644,
"eval_loss": 1.9040244817733765,
"eval_runtime": 378.7858,
"eval_samples_per_second": 16.6,
"eval_steps_per_second": 4.15,
"step": 150
},
{
"epoch": 0.040444623007901435,
"grad_norm": 1.2821409702301025,
"learning_rate": 1.553232954407171e-05,
"loss": 1.0704,
"step": 151
},
{
"epoch": 0.04071246819338423,
"grad_norm": 1.2796623706817627,
"learning_rate": 1.4938160786375572e-05,
"loss": 1.0673,
"step": 152
},
{
"epoch": 0.04098031337886701,
"grad_norm": 1.1115186214447021,
"learning_rate": 1.435357758543015e-05,
"loss": 0.9968,
"step": 153
},
{
"epoch": 0.0412481585643498,
"grad_norm": 1.1020795106887817,
"learning_rate": 1.3778739760445552e-05,
"loss": 1.0894,
"step": 154
},
{
"epoch": 0.041516003749832595,
"grad_norm": 1.0832066535949707,
"learning_rate": 1.3213804466343421e-05,
"loss": 1.2044,
"step": 155
},
{
"epoch": 0.041783848935315386,
"grad_norm": 0.9941951036453247,
"learning_rate": 1.2658926150792322e-05,
"loss": 1.3582,
"step": 156
},
{
"epoch": 0.04205169412079818,
"grad_norm": 0.8040450215339661,
"learning_rate": 1.2114256511983274e-05,
"loss": 1.3239,
"step": 157
},
{
"epoch": 0.04231953930628097,
"grad_norm": 0.53887939453125,
"learning_rate": 1.157994445715706e-05,
"loss": 1.2509,
"step": 158
},
{
"epoch": 0.04258738449176376,
"grad_norm": 0.5014508366584778,
"learning_rate": 1.1056136061894384e-05,
"loss": 1.3392,
"step": 159
},
{
"epoch": 0.04285522967724655,
"grad_norm": 0.6074042320251465,
"learning_rate": 1.0542974530180327e-05,
"loss": 1.4532,
"step": 160
},
{
"epoch": 0.043123074862729344,
"grad_norm": 0.7176408767700195,
"learning_rate": 1.0040600155253765e-05,
"loss": 1.4695,
"step": 161
},
{
"epoch": 0.043390920048212135,
"grad_norm": 0.813952624797821,
"learning_rate": 9.549150281252633e-06,
"loss": 1.5388,
"step": 162
},
{
"epoch": 0.04365876523369493,
"grad_norm": 0.7163006663322449,
"learning_rate": 9.068759265665384e-06,
"loss": 1.6173,
"step": 163
},
{
"epoch": 0.04392661041917772,
"grad_norm": 0.6497973203659058,
"learning_rate": 8.599558442598998e-06,
"loss": 1.5445,
"step": 164
},
{
"epoch": 0.0441944556046605,
"grad_norm": 0.6885555386543274,
"learning_rate": 8.141676086873572e-06,
"loss": 1.5574,
"step": 165
},
{
"epoch": 0.044462300790143294,
"grad_norm": 0.5802903175354004,
"learning_rate": 7.695237378953223e-06,
"loss": 1.6435,
"step": 166
},
{
"epoch": 0.044730145975626086,
"grad_norm": 0.6520971059799194,
"learning_rate": 7.260364370723044e-06,
"loss": 1.6832,
"step": 167
},
{
"epoch": 0.04499799116110888,
"grad_norm": 0.689909815788269,
"learning_rate": 6.837175952121306e-06,
"loss": 1.6478,
"step": 168
},
{
"epoch": 0.04526583634659167,
"grad_norm": 0.605025589466095,
"learning_rate": 6.425787818636131e-06,
"loss": 1.8783,
"step": 169
},
{
"epoch": 0.04553368153207446,
"grad_norm": 0.5244045853614807,
"learning_rate": 6.026312439675552e-06,
"loss": 1.6479,
"step": 170
},
{
"epoch": 0.04580152671755725,
"grad_norm": 0.5516737103462219,
"learning_rate": 5.6388590278194096e-06,
"loss": 1.7692,
"step": 171
},
{
"epoch": 0.04606937190304004,
"grad_norm": 0.646731436252594,
"learning_rate": 5.263533508961827e-06,
"loss": 1.8083,
"step": 172
},
{
"epoch": 0.046337217088522835,
"grad_norm": 0.6894277334213257,
"learning_rate": 4.900438493352055e-06,
"loss": 1.8561,
"step": 173
},
{
"epoch": 0.046605062274005626,
"grad_norm": 0.6532986760139465,
"learning_rate": 4.549673247541875e-06,
"loss": 1.7915,
"step": 174
},
{
"epoch": 0.04687290745948842,
"grad_norm": 0.6645336151123047,
"learning_rate": 4.2113336672471245e-06,
"loss": 2.0924,
"step": 175
},
{
"epoch": 0.04714075264497121,
"grad_norm": 0.652217447757721,
"learning_rate": 3.885512251130763e-06,
"loss": 1.9303,
"step": 176
},
{
"epoch": 0.047408597830454,
"grad_norm": 0.638865053653717,
"learning_rate": 3.5722980755146517e-06,
"loss": 1.9629,
"step": 177
},
{
"epoch": 0.047676443015936786,
"grad_norm": 0.6751264929771423,
"learning_rate": 3.271776770026963e-06,
"loss": 2.1087,
"step": 178
},
{
"epoch": 0.04794428820141958,
"grad_norm": 0.6628146767616272,
"learning_rate": 2.9840304941919415e-06,
"loss": 2.0419,
"step": 179
},
{
"epoch": 0.04821213338690237,
"grad_norm": 0.6044755578041077,
"learning_rate": 2.7091379149682685e-06,
"loss": 2.1322,
"step": 180
},
{
"epoch": 0.04847997857238516,
"grad_norm": 0.6654837727546692,
"learning_rate": 2.4471741852423237e-06,
"loss": 2.2168,
"step": 181
},
{
"epoch": 0.04874782375786795,
"grad_norm": 0.7022812962532043,
"learning_rate": 2.1982109232821178e-06,
"loss": 2.0709,
"step": 182
},
{
"epoch": 0.04901566894335074,
"grad_norm": 0.7306815385818481,
"learning_rate": 1.962316193157593e-06,
"loss": 2.0484,
"step": 183
},
{
"epoch": 0.049283514128833535,
"grad_norm": 1.6151546239852905,
"learning_rate": 1.7395544861325718e-06,
"loss": 2.1358,
"step": 184
},
{
"epoch": 0.049551359314316326,
"grad_norm": 0.7555141448974609,
"learning_rate": 1.5299867030334814e-06,
"loss": 1.9179,
"step": 185
},
{
"epoch": 0.04981920449979912,
"grad_norm": 0.7630206346511841,
"learning_rate": 1.333670137599713e-06,
"loss": 1.9506,
"step": 186
},
{
"epoch": 0.05008704968528191,
"grad_norm": 0.8862537145614624,
"learning_rate": 1.1506584608200367e-06,
"loss": 2.1334,
"step": 187
},
{
"epoch": 0.0503548948707647,
"grad_norm": 0.8738630414009094,
"learning_rate": 9.810017062595322e-07,
"loss": 2.1546,
"step": 188
},
{
"epoch": 0.05062274005624749,
"grad_norm": 0.8641951680183411,
"learning_rate": 8.247462563808817e-07,
"loss": 1.8285,
"step": 189
},
{
"epoch": 0.05089058524173028,
"grad_norm": 0.8461931347846985,
"learning_rate": 6.819348298638839e-07,
"loss": 2.0966,
"step": 190
},
{
"epoch": 0.05115843042721307,
"grad_norm": 0.9750451445579529,
"learning_rate": 5.526064699265753e-07,
"loss": 2.0548,
"step": 191
},
{
"epoch": 0.05142627561269586,
"grad_norm": 1.125663161277771,
"learning_rate": 4.367965336512403e-07,
"loss": 2.1871,
"step": 192
},
{
"epoch": 0.05169412079817865,
"grad_norm": 1.7482781410217285,
"learning_rate": 3.3453668231809286e-07,
"loss": 2.0669,
"step": 193
},
{
"epoch": 0.05196196598366144,
"grad_norm": 1.3257977962493896,
"learning_rate": 2.458548727494292e-07,
"loss": 2.1898,
"step": 194
},
{
"epoch": 0.052229811169144234,
"grad_norm": 1.2066391706466675,
"learning_rate": 1.7077534966650766e-07,
"loss": 2.2373,
"step": 195
},
{
"epoch": 0.052497656354627026,
"grad_norm": 1.2316598892211914,
"learning_rate": 1.0931863906127327e-07,
"loss": 2.3087,
"step": 196
},
{
"epoch": 0.05276550154010982,
"grad_norm": 1.4028412103652954,
"learning_rate": 6.150154258476315e-08,
"loss": 2.3799,
"step": 197
},
{
"epoch": 0.05303334672559261,
"grad_norm": 1.4312825202941895,
"learning_rate": 2.7337132953697554e-08,
"loss": 2.4508,
"step": 198
},
{
"epoch": 0.0533011919110754,
"grad_norm": 1.8116132020950317,
"learning_rate": 6.834750376549792e-09,
"loss": 2.3833,
"step": 199
},
{
"epoch": 0.05356903709655819,
"grad_norm": 2.49422025680542,
"learning_rate": 0.0,
"loss": 2.6864,
"step": 200
},
{
"epoch": 0.05356903709655819,
"eval_loss": 1.8008776903152466,
"eval_runtime": 379.2758,
"eval_samples_per_second": 16.579,
"eval_steps_per_second": 4.145,
"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": 1.1332965512930918e+17,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}