aleegis11's picture
Training in progress, step 200, checkpoint
2fc1d3a verified
{
"best_metric": 2.142829656600952,
"best_model_checkpoint": "miner_id_24/checkpoint-200",
"epoch": 0.2946593001841621,
"eval_steps": 50,
"global_step": 200,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0014732965009208103,
"grad_norm": 0.6813496947288513,
"learning_rate": 1e-05,
"loss": 2.5563,
"step": 1
},
{
"epoch": 0.0014732965009208103,
"eval_loss": 2.918741226196289,
"eval_runtime": 33.5541,
"eval_samples_per_second": 34.094,
"eval_steps_per_second": 8.524,
"step": 1
},
{
"epoch": 0.0029465930018416206,
"grad_norm": 0.8075690269470215,
"learning_rate": 2e-05,
"loss": 2.5972,
"step": 2
},
{
"epoch": 0.004419889502762431,
"grad_norm": 0.8233782649040222,
"learning_rate": 3e-05,
"loss": 2.4961,
"step": 3
},
{
"epoch": 0.005893186003683241,
"grad_norm": 0.8552287817001343,
"learning_rate": 4e-05,
"loss": 2.6314,
"step": 4
},
{
"epoch": 0.007366482504604052,
"grad_norm": 0.8532387018203735,
"learning_rate": 5e-05,
"loss": 2.6159,
"step": 5
},
{
"epoch": 0.008839779005524863,
"grad_norm": 0.773468554019928,
"learning_rate": 6e-05,
"loss": 2.5155,
"step": 6
},
{
"epoch": 0.010313075506445672,
"grad_norm": 0.7581596374511719,
"learning_rate": 7e-05,
"loss": 2.4491,
"step": 7
},
{
"epoch": 0.011786372007366482,
"grad_norm": 0.7836837768554688,
"learning_rate": 8e-05,
"loss": 2.5402,
"step": 8
},
{
"epoch": 0.013259668508287293,
"grad_norm": 0.7612143158912659,
"learning_rate": 9e-05,
"loss": 2.3494,
"step": 9
},
{
"epoch": 0.014732965009208104,
"grad_norm": 0.7859139442443848,
"learning_rate": 0.0001,
"loss": 2.3823,
"step": 10
},
{
"epoch": 0.016206261510128914,
"grad_norm": 0.9450372457504272,
"learning_rate": 9.999316524962345e-05,
"loss": 2.3155,
"step": 11
},
{
"epoch": 0.017679558011049725,
"grad_norm": 1.120526909828186,
"learning_rate": 9.997266286704631e-05,
"loss": 2.323,
"step": 12
},
{
"epoch": 0.019152854511970532,
"grad_norm": 0.7395462989807129,
"learning_rate": 9.993849845741524e-05,
"loss": 2.3224,
"step": 13
},
{
"epoch": 0.020626151012891343,
"grad_norm": 0.9541445374488831,
"learning_rate": 9.989068136093873e-05,
"loss": 2.2665,
"step": 14
},
{
"epoch": 0.022099447513812154,
"grad_norm": 0.8041669130325317,
"learning_rate": 9.98292246503335e-05,
"loss": 2.4497,
"step": 15
},
{
"epoch": 0.023572744014732964,
"grad_norm": 0.6719281077384949,
"learning_rate": 9.975414512725057e-05,
"loss": 2.4481,
"step": 16
},
{
"epoch": 0.025046040515653775,
"grad_norm": 0.6882573366165161,
"learning_rate": 9.966546331768191e-05,
"loss": 2.4399,
"step": 17
},
{
"epoch": 0.026519337016574586,
"grad_norm": 0.6736729145050049,
"learning_rate": 9.956320346634876e-05,
"loss": 2.2692,
"step": 18
},
{
"epoch": 0.027992633517495397,
"grad_norm": 0.6062433123588562,
"learning_rate": 9.944739353007344e-05,
"loss": 2.3338,
"step": 19
},
{
"epoch": 0.029465930018416207,
"grad_norm": 0.6055423617362976,
"learning_rate": 9.931806517013612e-05,
"loss": 2.2801,
"step": 20
},
{
"epoch": 0.030939226519337018,
"grad_norm": 0.6778382658958435,
"learning_rate": 9.917525374361912e-05,
"loss": 2.3912,
"step": 21
},
{
"epoch": 0.03241252302025783,
"grad_norm": 0.628765344619751,
"learning_rate": 9.901899829374047e-05,
"loss": 2.3412,
"step": 22
},
{
"epoch": 0.03388581952117864,
"grad_norm": 0.6677904725074768,
"learning_rate": 9.884934153917997e-05,
"loss": 2.3754,
"step": 23
},
{
"epoch": 0.03535911602209945,
"grad_norm": 0.6703566312789917,
"learning_rate": 9.86663298624003e-05,
"loss": 2.3854,
"step": 24
},
{
"epoch": 0.03683241252302026,
"grad_norm": 0.6443681716918945,
"learning_rate": 9.847001329696653e-05,
"loss": 2.5166,
"step": 25
},
{
"epoch": 0.038305709023941065,
"grad_norm": 0.6533526182174683,
"learning_rate": 9.826044551386744e-05,
"loss": 2.4067,
"step": 26
},
{
"epoch": 0.039779005524861875,
"grad_norm": 0.6256962418556213,
"learning_rate": 9.803768380684242e-05,
"loss": 2.2705,
"step": 27
},
{
"epoch": 0.041252302025782686,
"grad_norm": 0.6230438351631165,
"learning_rate": 9.780178907671789e-05,
"loss": 2.3179,
"step": 28
},
{
"epoch": 0.0427255985267035,
"grad_norm": 0.6809419393539429,
"learning_rate": 9.755282581475769e-05,
"loss": 2.4417,
"step": 29
},
{
"epoch": 0.04419889502762431,
"grad_norm": 0.6697230935096741,
"learning_rate": 9.729086208503174e-05,
"loss": 2.4118,
"step": 30
},
{
"epoch": 0.04567219152854512,
"grad_norm": 0.6355602145195007,
"learning_rate": 9.701596950580806e-05,
"loss": 2.2859,
"step": 31
},
{
"epoch": 0.04714548802946593,
"grad_norm": 0.6855126023292542,
"learning_rate": 9.672822322997305e-05,
"loss": 2.3763,
"step": 32
},
{
"epoch": 0.04861878453038674,
"grad_norm": 0.6802644729614258,
"learning_rate": 9.642770192448536e-05,
"loss": 2.4461,
"step": 33
},
{
"epoch": 0.05009208103130755,
"grad_norm": 0.6710078120231628,
"learning_rate": 9.611448774886924e-05,
"loss": 2.4494,
"step": 34
},
{
"epoch": 0.05156537753222836,
"grad_norm": 0.6675485372543335,
"learning_rate": 9.578866633275288e-05,
"loss": 2.3493,
"step": 35
},
{
"epoch": 0.05303867403314917,
"grad_norm": 0.6746523380279541,
"learning_rate": 9.545032675245813e-05,
"loss": 2.3894,
"step": 36
},
{
"epoch": 0.05451197053406998,
"grad_norm": 0.6553740501403809,
"learning_rate": 9.509956150664796e-05,
"loss": 2.1722,
"step": 37
},
{
"epoch": 0.05598526703499079,
"grad_norm": 0.691763699054718,
"learning_rate": 9.473646649103818e-05,
"loss": 2.4571,
"step": 38
},
{
"epoch": 0.057458563535911604,
"grad_norm": 0.6961422562599182,
"learning_rate": 9.43611409721806e-05,
"loss": 2.2901,
"step": 39
},
{
"epoch": 0.058931860036832415,
"grad_norm": 0.6852315664291382,
"learning_rate": 9.397368756032445e-05,
"loss": 2.232,
"step": 40
},
{
"epoch": 0.060405156537753225,
"grad_norm": 0.774763822555542,
"learning_rate": 9.357421218136386e-05,
"loss": 2.3699,
"step": 41
},
{
"epoch": 0.061878453038674036,
"grad_norm": 0.701396107673645,
"learning_rate": 9.316282404787871e-05,
"loss": 2.3449,
"step": 42
},
{
"epoch": 0.06335174953959484,
"grad_norm": 0.770219624042511,
"learning_rate": 9.273963562927695e-05,
"loss": 2.4661,
"step": 43
},
{
"epoch": 0.06482504604051566,
"grad_norm": 0.7467716932296753,
"learning_rate": 9.230476262104677e-05,
"loss": 2.326,
"step": 44
},
{
"epoch": 0.06629834254143646,
"grad_norm": 0.7156895995140076,
"learning_rate": 9.185832391312644e-05,
"loss": 2.2128,
"step": 45
},
{
"epoch": 0.06777163904235728,
"grad_norm": 0.7966296076774597,
"learning_rate": 9.140044155740101e-05,
"loss": 2.2482,
"step": 46
},
{
"epoch": 0.06924493554327808,
"grad_norm": 0.8367739915847778,
"learning_rate": 9.093124073433463e-05,
"loss": 2.4101,
"step": 47
},
{
"epoch": 0.0707182320441989,
"grad_norm": 0.8258773684501648,
"learning_rate": 9.045084971874738e-05,
"loss": 2.1884,
"step": 48
},
{
"epoch": 0.0721915285451197,
"grad_norm": 0.9507535099983215,
"learning_rate": 8.995939984474624e-05,
"loss": 2.3239,
"step": 49
},
{
"epoch": 0.07366482504604052,
"grad_norm": 1.0835574865341187,
"learning_rate": 8.945702546981969e-05,
"loss": 2.2306,
"step": 50
},
{
"epoch": 0.07366482504604052,
"eval_loss": 2.2473981380462646,
"eval_runtime": 33.6255,
"eval_samples_per_second": 34.022,
"eval_steps_per_second": 8.505,
"step": 50
},
{
"epoch": 0.07513812154696133,
"grad_norm": 1.010612964630127,
"learning_rate": 8.894386393810563e-05,
"loss": 2.1945,
"step": 51
},
{
"epoch": 0.07661141804788213,
"grad_norm": 0.7759504914283752,
"learning_rate": 8.842005554284296e-05,
"loss": 2.2003,
"step": 52
},
{
"epoch": 0.07808471454880295,
"grad_norm": 0.6330819129943848,
"learning_rate": 8.788574348801675e-05,
"loss": 2.1249,
"step": 53
},
{
"epoch": 0.07955801104972375,
"grad_norm": 0.527708888053894,
"learning_rate": 8.73410738492077e-05,
"loss": 2.0861,
"step": 54
},
{
"epoch": 0.08103130755064457,
"grad_norm": 0.48775210976600647,
"learning_rate": 8.678619553365659e-05,
"loss": 2.1054,
"step": 55
},
{
"epoch": 0.08250460405156537,
"grad_norm": 0.4980153739452362,
"learning_rate": 8.622126023955446e-05,
"loss": 2.0805,
"step": 56
},
{
"epoch": 0.08397790055248619,
"grad_norm": 0.5115144848823547,
"learning_rate": 8.564642241456986e-05,
"loss": 2.2559,
"step": 57
},
{
"epoch": 0.085451197053407,
"grad_norm": 0.5000446438789368,
"learning_rate": 8.506183921362443e-05,
"loss": 2.0434,
"step": 58
},
{
"epoch": 0.08692449355432781,
"grad_norm": 0.5144779682159424,
"learning_rate": 8.44676704559283e-05,
"loss": 2.0314,
"step": 59
},
{
"epoch": 0.08839779005524862,
"grad_norm": 0.5057157874107361,
"learning_rate": 8.386407858128706e-05,
"loss": 2.1697,
"step": 60
},
{
"epoch": 0.08987108655616943,
"grad_norm": 0.5526983141899109,
"learning_rate": 8.32512286056924e-05,
"loss": 2.1934,
"step": 61
},
{
"epoch": 0.09134438305709024,
"grad_norm": 0.5022704601287842,
"learning_rate": 8.262928807620843e-05,
"loss": 2.1775,
"step": 62
},
{
"epoch": 0.09281767955801105,
"grad_norm": 0.519891083240509,
"learning_rate": 8.199842702516583e-05,
"loss": 2.2059,
"step": 63
},
{
"epoch": 0.09429097605893186,
"grad_norm": 0.552194356918335,
"learning_rate": 8.135881792367686e-05,
"loss": 2.1553,
"step": 64
},
{
"epoch": 0.09576427255985268,
"grad_norm": 0.5596328973770142,
"learning_rate": 8.07106356344834e-05,
"loss": 2.2244,
"step": 65
},
{
"epoch": 0.09723756906077348,
"grad_norm": 0.5474238991737366,
"learning_rate": 8.005405736415126e-05,
"loss": 2.3101,
"step": 66
},
{
"epoch": 0.0987108655616943,
"grad_norm": 0.5688091516494751,
"learning_rate": 7.938926261462366e-05,
"loss": 2.1229,
"step": 67
},
{
"epoch": 0.1001841620626151,
"grad_norm": 0.5471810102462769,
"learning_rate": 7.871643313414718e-05,
"loss": 2.1483,
"step": 68
},
{
"epoch": 0.10165745856353592,
"grad_norm": 0.5143526792526245,
"learning_rate": 7.803575286758364e-05,
"loss": 2.1053,
"step": 69
},
{
"epoch": 0.10313075506445672,
"grad_norm": 0.5542533993721008,
"learning_rate": 7.734740790612136e-05,
"loss": 2.2268,
"step": 70
},
{
"epoch": 0.10460405156537753,
"grad_norm": 0.5456425547599792,
"learning_rate": 7.66515864363997e-05,
"loss": 2.1713,
"step": 71
},
{
"epoch": 0.10607734806629834,
"grad_norm": 0.5739713907241821,
"learning_rate": 7.594847868906076e-05,
"loss": 2.245,
"step": 72
},
{
"epoch": 0.10755064456721915,
"grad_norm": 0.550366222858429,
"learning_rate": 7.52382768867422e-05,
"loss": 2.2492,
"step": 73
},
{
"epoch": 0.10902394106813997,
"grad_norm": 0.5844371914863586,
"learning_rate": 7.452117519152542e-05,
"loss": 2.3137,
"step": 74
},
{
"epoch": 0.11049723756906077,
"grad_norm": 0.5785281658172607,
"learning_rate": 7.379736965185368e-05,
"loss": 2.2594,
"step": 75
},
{
"epoch": 0.11197053406998159,
"grad_norm": 0.5865864157676697,
"learning_rate": 7.30670581489344e-05,
"loss": 2.2213,
"step": 76
},
{
"epoch": 0.11344383057090239,
"grad_norm": 0.5580472350120544,
"learning_rate": 7.233044034264034e-05,
"loss": 2.2876,
"step": 77
},
{
"epoch": 0.11491712707182321,
"grad_norm": 0.6060166358947754,
"learning_rate": 7.158771761692464e-05,
"loss": 2.3195,
"step": 78
},
{
"epoch": 0.11639042357274401,
"grad_norm": 0.5804003477096558,
"learning_rate": 7.083909302476453e-05,
"loss": 2.2484,
"step": 79
},
{
"epoch": 0.11786372007366483,
"grad_norm": 0.5879073739051819,
"learning_rate": 7.008477123264848e-05,
"loss": 2.1609,
"step": 80
},
{
"epoch": 0.11933701657458563,
"grad_norm": 0.5739030838012695,
"learning_rate": 6.932495846462261e-05,
"loss": 2.1838,
"step": 81
},
{
"epoch": 0.12081031307550645,
"grad_norm": 0.6036490797996521,
"learning_rate": 6.855986244591104e-05,
"loss": 2.1805,
"step": 82
},
{
"epoch": 0.12228360957642725,
"grad_norm": 0.6051073670387268,
"learning_rate": 6.778969234612584e-05,
"loss": 2.2435,
"step": 83
},
{
"epoch": 0.12375690607734807,
"grad_norm": 0.5920565724372864,
"learning_rate": 6.701465872208216e-05,
"loss": 2.14,
"step": 84
},
{
"epoch": 0.1252302025782689,
"grad_norm": 0.6635783314704895,
"learning_rate": 6.623497346023418e-05,
"loss": 2.2595,
"step": 85
},
{
"epoch": 0.12670349907918968,
"grad_norm": 0.6474425196647644,
"learning_rate": 6.545084971874738e-05,
"loss": 2.21,
"step": 86
},
{
"epoch": 0.1281767955801105,
"grad_norm": 0.6599803566932678,
"learning_rate": 6.466250186922325e-05,
"loss": 2.1636,
"step": 87
},
{
"epoch": 0.12965009208103132,
"grad_norm": 0.6417123079299927,
"learning_rate": 6.387014543809223e-05,
"loss": 2.2529,
"step": 88
},
{
"epoch": 0.1311233885819521,
"grad_norm": 0.6307031512260437,
"learning_rate": 6.307399704769099e-05,
"loss": 2.2475,
"step": 89
},
{
"epoch": 0.13259668508287292,
"grad_norm": 0.6963887810707092,
"learning_rate": 6.227427435703997e-05,
"loss": 2.3434,
"step": 90
},
{
"epoch": 0.13406998158379374,
"grad_norm": 0.7633985877037048,
"learning_rate": 6.147119600233758e-05,
"loss": 2.3564,
"step": 91
},
{
"epoch": 0.13554327808471456,
"grad_norm": 0.7439932823181152,
"learning_rate": 6.066498153718735e-05,
"loss": 2.3207,
"step": 92
},
{
"epoch": 0.13701657458563535,
"grad_norm": 0.6978381872177124,
"learning_rate": 5.985585137257401e-05,
"loss": 2.1644,
"step": 93
},
{
"epoch": 0.13848987108655617,
"grad_norm": 0.790519118309021,
"learning_rate": 5.90440267166055e-05,
"loss": 2.165,
"step": 94
},
{
"epoch": 0.13996316758747698,
"grad_norm": 0.8105412721633911,
"learning_rate": 5.8229729514036705e-05,
"loss": 2.4732,
"step": 95
},
{
"epoch": 0.1414364640883978,
"grad_norm": 0.7491436004638672,
"learning_rate": 5.74131823855921e-05,
"loss": 2.2654,
"step": 96
},
{
"epoch": 0.1429097605893186,
"grad_norm": 0.755374014377594,
"learning_rate": 5.6594608567103456e-05,
"loss": 2.3541,
"step": 97
},
{
"epoch": 0.1443830570902394,
"grad_norm": 0.8364269733428955,
"learning_rate": 5.577423184847932e-05,
"loss": 2.2961,
"step": 98
},
{
"epoch": 0.14585635359116023,
"grad_norm": 0.8708286881446838,
"learning_rate": 5.495227651252315e-05,
"loss": 2.1471,
"step": 99
},
{
"epoch": 0.14732965009208104,
"grad_norm": 1.0091307163238525,
"learning_rate": 5.4128967273616625e-05,
"loss": 2.0601,
"step": 100
},
{
"epoch": 0.14732965009208104,
"eval_loss": 2.177105188369751,
"eval_runtime": 33.6215,
"eval_samples_per_second": 34.026,
"eval_steps_per_second": 8.506,
"step": 100
},
{
"epoch": 0.14880294659300183,
"grad_norm": 0.5215460062026978,
"learning_rate": 5.330452921628497e-05,
"loss": 2.0475,
"step": 101
},
{
"epoch": 0.15027624309392265,
"grad_norm": 0.6095430850982666,
"learning_rate": 5.247918773366112e-05,
"loss": 2.0592,
"step": 102
},
{
"epoch": 0.15174953959484347,
"grad_norm": 0.5464235544204712,
"learning_rate": 5.165316846586541e-05,
"loss": 2.0183,
"step": 103
},
{
"epoch": 0.15322283609576426,
"grad_norm": 0.5505194664001465,
"learning_rate": 5.0826697238317935e-05,
"loss": 2.0362,
"step": 104
},
{
"epoch": 0.15469613259668508,
"grad_norm": 0.5168222188949585,
"learning_rate": 5e-05,
"loss": 2.1467,
"step": 105
},
{
"epoch": 0.1561694290976059,
"grad_norm": 0.5152841806411743,
"learning_rate": 4.917330276168208e-05,
"loss": 2.1926,
"step": 106
},
{
"epoch": 0.1576427255985267,
"grad_norm": 0.49555912613868713,
"learning_rate": 4.834683153413459e-05,
"loss": 2.0815,
"step": 107
},
{
"epoch": 0.1591160220994475,
"grad_norm": 0.4678058624267578,
"learning_rate": 4.7520812266338885e-05,
"loss": 2.1123,
"step": 108
},
{
"epoch": 0.16058931860036832,
"grad_norm": 0.4995936453342438,
"learning_rate": 4.669547078371504e-05,
"loss": 2.0178,
"step": 109
},
{
"epoch": 0.16206261510128914,
"grad_norm": 0.4865174889564514,
"learning_rate": 4.5871032726383386e-05,
"loss": 2.0839,
"step": 110
},
{
"epoch": 0.16353591160220995,
"grad_norm": 0.46470630168914795,
"learning_rate": 4.504772348747687e-05,
"loss": 2.1032,
"step": 111
},
{
"epoch": 0.16500920810313074,
"grad_norm": 0.4676339626312256,
"learning_rate": 4.4225768151520694e-05,
"loss": 2.2317,
"step": 112
},
{
"epoch": 0.16648250460405156,
"grad_norm": 0.48408418893814087,
"learning_rate": 4.3405391432896555e-05,
"loss": 2.1775,
"step": 113
},
{
"epoch": 0.16795580110497238,
"grad_norm": 0.5317076444625854,
"learning_rate": 4.2586817614407895e-05,
"loss": 2.207,
"step": 114
},
{
"epoch": 0.1694290976058932,
"grad_norm": 0.5113919973373413,
"learning_rate": 4.17702704859633e-05,
"loss": 2.1026,
"step": 115
},
{
"epoch": 0.170902394106814,
"grad_norm": 0.5057461261749268,
"learning_rate": 4.095597328339452e-05,
"loss": 2.1784,
"step": 116
},
{
"epoch": 0.1723756906077348,
"grad_norm": 0.5517849326133728,
"learning_rate": 4.0144148627425993e-05,
"loss": 2.1082,
"step": 117
},
{
"epoch": 0.17384898710865562,
"grad_norm": 0.5440712571144104,
"learning_rate": 3.933501846281267e-05,
"loss": 2.1231,
"step": 118
},
{
"epoch": 0.17532228360957644,
"grad_norm": 0.5332390666007996,
"learning_rate": 3.852880399766243e-05,
"loss": 2.1617,
"step": 119
},
{
"epoch": 0.17679558011049723,
"grad_norm": 0.5297031998634338,
"learning_rate": 3.772572564296005e-05,
"loss": 2.1625,
"step": 120
},
{
"epoch": 0.17826887661141805,
"grad_norm": 0.5557818412780762,
"learning_rate": 3.6926002952309016e-05,
"loss": 2.2473,
"step": 121
},
{
"epoch": 0.17974217311233887,
"grad_norm": 0.5619638562202454,
"learning_rate": 3.612985456190778e-05,
"loss": 2.1909,
"step": 122
},
{
"epoch": 0.18121546961325966,
"grad_norm": 0.5676457285881042,
"learning_rate": 3.533749813077677e-05,
"loss": 2.2397,
"step": 123
},
{
"epoch": 0.18268876611418047,
"grad_norm": 0.5630333423614502,
"learning_rate": 3.4549150281252636e-05,
"loss": 2.1458,
"step": 124
},
{
"epoch": 0.1841620626151013,
"grad_norm": 0.5573937892913818,
"learning_rate": 3.3765026539765834e-05,
"loss": 2.1902,
"step": 125
},
{
"epoch": 0.1856353591160221,
"grad_norm": 0.5926021933555603,
"learning_rate": 3.298534127791785e-05,
"loss": 2.2485,
"step": 126
},
{
"epoch": 0.1871086556169429,
"grad_norm": 0.5963653326034546,
"learning_rate": 3.221030765387417e-05,
"loss": 2.1565,
"step": 127
},
{
"epoch": 0.18858195211786372,
"grad_norm": 0.6477805376052856,
"learning_rate": 3.144013755408895e-05,
"loss": 2.3577,
"step": 128
},
{
"epoch": 0.19005524861878453,
"grad_norm": 0.5789662599563599,
"learning_rate": 3.0675041535377405e-05,
"loss": 2.16,
"step": 129
},
{
"epoch": 0.19152854511970535,
"grad_norm": 0.5775110721588135,
"learning_rate": 2.991522876735154e-05,
"loss": 2.1837,
"step": 130
},
{
"epoch": 0.19300184162062614,
"grad_norm": 0.6224007606506348,
"learning_rate": 2.916090697523549e-05,
"loss": 2.3447,
"step": 131
},
{
"epoch": 0.19447513812154696,
"grad_norm": 0.6071020364761353,
"learning_rate": 2.8412282383075363e-05,
"loss": 2.3363,
"step": 132
},
{
"epoch": 0.19594843462246778,
"grad_norm": 0.5970646142959595,
"learning_rate": 2.766955965735968e-05,
"loss": 2.2286,
"step": 133
},
{
"epoch": 0.1974217311233886,
"grad_norm": 0.5931335091590881,
"learning_rate": 2.693294185106562e-05,
"loss": 2.2033,
"step": 134
},
{
"epoch": 0.19889502762430938,
"grad_norm": 0.6456011533737183,
"learning_rate": 2.6202630348146324e-05,
"loss": 2.3814,
"step": 135
},
{
"epoch": 0.2003683241252302,
"grad_norm": 0.6193873882293701,
"learning_rate": 2.547882480847461e-05,
"loss": 2.1756,
"step": 136
},
{
"epoch": 0.20184162062615102,
"grad_norm": 0.611831545829773,
"learning_rate": 2.476172311325783e-05,
"loss": 2.2781,
"step": 137
},
{
"epoch": 0.20331491712707184,
"grad_norm": 0.6075538992881775,
"learning_rate": 2.405152131093926e-05,
"loss": 2.2085,
"step": 138
},
{
"epoch": 0.20478821362799263,
"grad_norm": 0.6648210883140564,
"learning_rate": 2.3348413563600325e-05,
"loss": 2.2603,
"step": 139
},
{
"epoch": 0.20626151012891344,
"grad_norm": 0.6589313745498657,
"learning_rate": 2.2652592093878666e-05,
"loss": 2.3493,
"step": 140
},
{
"epoch": 0.20773480662983426,
"grad_norm": 0.6778343915939331,
"learning_rate": 2.196424713241637e-05,
"loss": 2.2593,
"step": 141
},
{
"epoch": 0.20920810313075505,
"grad_norm": 0.6866799592971802,
"learning_rate": 2.128356686585282e-05,
"loss": 2.2085,
"step": 142
},
{
"epoch": 0.21068139963167587,
"grad_norm": 0.6959302425384521,
"learning_rate": 2.061073738537635e-05,
"loss": 2.1706,
"step": 143
},
{
"epoch": 0.2121546961325967,
"grad_norm": 0.6998744010925293,
"learning_rate": 1.9945942635848748e-05,
"loss": 2.349,
"step": 144
},
{
"epoch": 0.2136279926335175,
"grad_norm": 0.7252722382545471,
"learning_rate": 1.928936436551661e-05,
"loss": 2.2642,
"step": 145
},
{
"epoch": 0.2151012891344383,
"grad_norm": 0.7717849016189575,
"learning_rate": 1.8641182076323148e-05,
"loss": 2.2799,
"step": 146
},
{
"epoch": 0.2165745856353591,
"grad_norm": 0.7438363432884216,
"learning_rate": 1.800157297483417e-05,
"loss": 2.1361,
"step": 147
},
{
"epoch": 0.21804788213627993,
"grad_norm": 0.8306782245635986,
"learning_rate": 1.7370711923791567e-05,
"loss": 2.2135,
"step": 148
},
{
"epoch": 0.21952117863720075,
"grad_norm": 0.8231614828109741,
"learning_rate": 1.6748771394307585e-05,
"loss": 2.228,
"step": 149
},
{
"epoch": 0.22099447513812154,
"grad_norm": 0.8910000920295715,
"learning_rate": 1.6135921418712956e-05,
"loss": 2.0673,
"step": 150
},
{
"epoch": 0.22099447513812154,
"eval_loss": 2.1498870849609375,
"eval_runtime": 33.6508,
"eval_samples_per_second": 33.996,
"eval_steps_per_second": 8.499,
"step": 150
},
{
"epoch": 0.22246777163904236,
"grad_norm": 0.4497315287590027,
"learning_rate": 1.553232954407171e-05,
"loss": 2.1235,
"step": 151
},
{
"epoch": 0.22394106813996317,
"grad_norm": 0.48219621181488037,
"learning_rate": 1.4938160786375572e-05,
"loss": 2.0459,
"step": 152
},
{
"epoch": 0.225414364640884,
"grad_norm": 0.4607875645160675,
"learning_rate": 1.435357758543015e-05,
"loss": 2.1236,
"step": 153
},
{
"epoch": 0.22688766114180478,
"grad_norm": 0.4888078272342682,
"learning_rate": 1.3778739760445552e-05,
"loss": 2.0777,
"step": 154
},
{
"epoch": 0.2283609576427256,
"grad_norm": 0.5186671614646912,
"learning_rate": 1.3213804466343421e-05,
"loss": 2.1288,
"step": 155
},
{
"epoch": 0.22983425414364642,
"grad_norm": 0.5025704503059387,
"learning_rate": 1.2658926150792322e-05,
"loss": 1.9971,
"step": 156
},
{
"epoch": 0.2313075506445672,
"grad_norm": 0.4730200469493866,
"learning_rate": 1.2114256511983274e-05,
"loss": 2.0245,
"step": 157
},
{
"epoch": 0.23278084714548802,
"grad_norm": 0.5410052537918091,
"learning_rate": 1.157994445715706e-05,
"loss": 2.042,
"step": 158
},
{
"epoch": 0.23425414364640884,
"grad_norm": 0.4994640648365021,
"learning_rate": 1.1056136061894384e-05,
"loss": 1.9262,
"step": 159
},
{
"epoch": 0.23572744014732966,
"grad_norm": 0.49574676156044006,
"learning_rate": 1.0542974530180327e-05,
"loss": 2.1671,
"step": 160
},
{
"epoch": 0.23720073664825045,
"grad_norm": 0.5467461943626404,
"learning_rate": 1.0040600155253765e-05,
"loss": 2.248,
"step": 161
},
{
"epoch": 0.23867403314917127,
"grad_norm": 0.5036174654960632,
"learning_rate": 9.549150281252633e-06,
"loss": 2.114,
"step": 162
},
{
"epoch": 0.24014732965009208,
"grad_norm": 0.516216516494751,
"learning_rate": 9.068759265665384e-06,
"loss": 2.1475,
"step": 163
},
{
"epoch": 0.2416206261510129,
"grad_norm": 0.5705137252807617,
"learning_rate": 8.599558442598998e-06,
"loss": 2.3152,
"step": 164
},
{
"epoch": 0.2430939226519337,
"grad_norm": 0.5074183940887451,
"learning_rate": 8.141676086873572e-06,
"loss": 2.0175,
"step": 165
},
{
"epoch": 0.2445672191528545,
"grad_norm": 0.5196369290351868,
"learning_rate": 7.695237378953223e-06,
"loss": 2.0298,
"step": 166
},
{
"epoch": 0.24604051565377533,
"grad_norm": 0.5080201625823975,
"learning_rate": 7.260364370723044e-06,
"loss": 2.1187,
"step": 167
},
{
"epoch": 0.24751381215469614,
"grad_norm": 0.5384064316749573,
"learning_rate": 6.837175952121306e-06,
"loss": 2.1803,
"step": 168
},
{
"epoch": 0.24898710865561693,
"grad_norm": 0.5691060423851013,
"learning_rate": 6.425787818636131e-06,
"loss": 2.0255,
"step": 169
},
{
"epoch": 0.2504604051565378,
"grad_norm": 0.550330638885498,
"learning_rate": 6.026312439675552e-06,
"loss": 2.1137,
"step": 170
},
{
"epoch": 0.25193370165745854,
"grad_norm": 0.5306848883628845,
"learning_rate": 5.6388590278194096e-06,
"loss": 2.1299,
"step": 171
},
{
"epoch": 0.25340699815837936,
"grad_norm": 0.5351966619491577,
"learning_rate": 5.263533508961827e-06,
"loss": 2.1293,
"step": 172
},
{
"epoch": 0.2548802946593002,
"grad_norm": 0.5528244972229004,
"learning_rate": 4.900438493352055e-06,
"loss": 2.1027,
"step": 173
},
{
"epoch": 0.256353591160221,
"grad_norm": 0.5488362312316895,
"learning_rate": 4.549673247541875e-06,
"loss": 2.1509,
"step": 174
},
{
"epoch": 0.2578268876611418,
"grad_norm": 0.5732300877571106,
"learning_rate": 4.2113336672471245e-06,
"loss": 2.2063,
"step": 175
},
{
"epoch": 0.25930018416206263,
"grad_norm": 0.5619857907295227,
"learning_rate": 3.885512251130763e-06,
"loss": 2.2253,
"step": 176
},
{
"epoch": 0.26077348066298345,
"grad_norm": 0.5769329071044922,
"learning_rate": 3.5722980755146517e-06,
"loss": 2.2133,
"step": 177
},
{
"epoch": 0.2622467771639042,
"grad_norm": 0.5814343690872192,
"learning_rate": 3.271776770026963e-06,
"loss": 2.154,
"step": 178
},
{
"epoch": 0.263720073664825,
"grad_norm": 0.6259899139404297,
"learning_rate": 2.9840304941919415e-06,
"loss": 2.3186,
"step": 179
},
{
"epoch": 0.26519337016574585,
"grad_norm": 0.5869902968406677,
"learning_rate": 2.7091379149682685e-06,
"loss": 2.2518,
"step": 180
},
{
"epoch": 0.26666666666666666,
"grad_norm": 0.6089134216308594,
"learning_rate": 2.4471741852423237e-06,
"loss": 2.0913,
"step": 181
},
{
"epoch": 0.2681399631675875,
"grad_norm": 0.5955935716629028,
"learning_rate": 2.1982109232821178e-06,
"loss": 2.1964,
"step": 182
},
{
"epoch": 0.2696132596685083,
"grad_norm": 0.5801297426223755,
"learning_rate": 1.962316193157593e-06,
"loss": 2.128,
"step": 183
},
{
"epoch": 0.2710865561694291,
"grad_norm": 0.606168270111084,
"learning_rate": 1.7395544861325718e-06,
"loss": 2.248,
"step": 184
},
{
"epoch": 0.27255985267034993,
"grad_norm": 0.628900945186615,
"learning_rate": 1.5299867030334814e-06,
"loss": 2.0947,
"step": 185
},
{
"epoch": 0.2740331491712707,
"grad_norm": 0.6443435549736023,
"learning_rate": 1.333670137599713e-06,
"loss": 2.1588,
"step": 186
},
{
"epoch": 0.2755064456721915,
"grad_norm": 0.6042181849479675,
"learning_rate": 1.1506584608200367e-06,
"loss": 2.0953,
"step": 187
},
{
"epoch": 0.27697974217311233,
"grad_norm": 0.6067960858345032,
"learning_rate": 9.810017062595322e-07,
"loss": 2.2178,
"step": 188
},
{
"epoch": 0.27845303867403315,
"grad_norm": 0.6070239543914795,
"learning_rate": 8.247462563808817e-07,
"loss": 2.2549,
"step": 189
},
{
"epoch": 0.27992633517495397,
"grad_norm": 0.6234919428825378,
"learning_rate": 6.819348298638839e-07,
"loss": 2.1084,
"step": 190
},
{
"epoch": 0.2813996316758748,
"grad_norm": 0.6733989715576172,
"learning_rate": 5.526064699265753e-07,
"loss": 2.0763,
"step": 191
},
{
"epoch": 0.2828729281767956,
"grad_norm": 0.7105913758277893,
"learning_rate": 4.367965336512403e-07,
"loss": 2.2615,
"step": 192
},
{
"epoch": 0.28434622467771636,
"grad_norm": 0.718129575252533,
"learning_rate": 3.3453668231809286e-07,
"loss": 2.3094,
"step": 193
},
{
"epoch": 0.2858195211786372,
"grad_norm": 0.6917638182640076,
"learning_rate": 2.458548727494292e-07,
"loss": 2.1456,
"step": 194
},
{
"epoch": 0.287292817679558,
"grad_norm": 0.7489725351333618,
"learning_rate": 1.7077534966650766e-07,
"loss": 2.1397,
"step": 195
},
{
"epoch": 0.2887661141804788,
"grad_norm": 0.7198150157928467,
"learning_rate": 1.0931863906127327e-07,
"loss": 2.1637,
"step": 196
},
{
"epoch": 0.29023941068139963,
"grad_norm": 0.758560299873352,
"learning_rate": 6.150154258476315e-08,
"loss": 2.221,
"step": 197
},
{
"epoch": 0.29171270718232045,
"grad_norm": 0.764299750328064,
"learning_rate": 2.7337132953697554e-08,
"loss": 2.2446,
"step": 198
},
{
"epoch": 0.29318600368324127,
"grad_norm": 0.8316512703895569,
"learning_rate": 6.834750376549792e-09,
"loss": 2.1687,
"step": 199
},
{
"epoch": 0.2946593001841621,
"grad_norm": 1.0795071125030518,
"learning_rate": 0.0,
"loss": 2.0839,
"step": 200
},
{
"epoch": 0.2946593001841621,
"eval_loss": 2.142829656600952,
"eval_runtime": 33.6479,
"eval_samples_per_second": 33.999,
"eval_steps_per_second": 8.5,
"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": 5.456501850243072e+16,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}