aleegis10's picture
Training in progress, step 200, checkpoint
125c5d7 verified
raw
history blame
36.4 kB
{
"best_metric": 0.5150178074836731,
"best_model_checkpoint": "miner_id_24/checkpoint-200",
"epoch": 0.6235385814497272,
"eval_steps": 50,
"global_step": 200,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.003117692907248636,
"grad_norm": 11.655372619628906,
"learning_rate": 1e-05,
"loss": 9.4725,
"step": 1
},
{
"epoch": 0.003117692907248636,
"eval_loss": 2.0170581340789795,
"eval_runtime": 19.8075,
"eval_samples_per_second": 27.262,
"eval_steps_per_second": 6.816,
"step": 1
},
{
"epoch": 0.006235385814497272,
"grad_norm": 13.125012397766113,
"learning_rate": 2e-05,
"loss": 11.8029,
"step": 2
},
{
"epoch": 0.009353078721745909,
"grad_norm": 12.141226768493652,
"learning_rate": 3e-05,
"loss": 11.4664,
"step": 3
},
{
"epoch": 0.012470771628994544,
"grad_norm": 14.667614936828613,
"learning_rate": 4e-05,
"loss": 12.0023,
"step": 4
},
{
"epoch": 0.01558846453624318,
"grad_norm": 12.08423137664795,
"learning_rate": 5e-05,
"loss": 10.5206,
"step": 5
},
{
"epoch": 0.018706157443491817,
"grad_norm": 11.249734878540039,
"learning_rate": 6e-05,
"loss": 9.5772,
"step": 6
},
{
"epoch": 0.021823850350740453,
"grad_norm": 22.513164520263672,
"learning_rate": 7e-05,
"loss": 9.5923,
"step": 7
},
{
"epoch": 0.02494154325798909,
"grad_norm": 18.979618072509766,
"learning_rate": 8e-05,
"loss": 9.3301,
"step": 8
},
{
"epoch": 0.028059236165237724,
"grad_norm": 29.20528221130371,
"learning_rate": 9e-05,
"loss": 10.607,
"step": 9
},
{
"epoch": 0.03117692907248636,
"grad_norm": 25.135574340820312,
"learning_rate": 0.0001,
"loss": 11.5226,
"step": 10
},
{
"epoch": 0.034294621979735,
"grad_norm": 15.285947799682617,
"learning_rate": 9.999316524962345e-05,
"loss": 8.4817,
"step": 11
},
{
"epoch": 0.037412314886983634,
"grad_norm": 15.414291381835938,
"learning_rate": 9.997266286704631e-05,
"loss": 7.4645,
"step": 12
},
{
"epoch": 0.04053000779423227,
"grad_norm": 13.062957763671875,
"learning_rate": 9.993849845741524e-05,
"loss": 5.7704,
"step": 13
},
{
"epoch": 0.043647700701480906,
"grad_norm": 13.44833755493164,
"learning_rate": 9.989068136093873e-05,
"loss": 6.9123,
"step": 14
},
{
"epoch": 0.04676539360872954,
"grad_norm": 12.443500518798828,
"learning_rate": 9.98292246503335e-05,
"loss": 5.7389,
"step": 15
},
{
"epoch": 0.04988308651597818,
"grad_norm": 12.959155082702637,
"learning_rate": 9.975414512725057e-05,
"loss": 5.9033,
"step": 16
},
{
"epoch": 0.05300077942322681,
"grad_norm": 9.476544380187988,
"learning_rate": 9.966546331768191e-05,
"loss": 5.9961,
"step": 17
},
{
"epoch": 0.05611847233047545,
"grad_norm": 11.186797142028809,
"learning_rate": 9.956320346634876e-05,
"loss": 5.6498,
"step": 18
},
{
"epoch": 0.059236165237724084,
"grad_norm": 11.144340515136719,
"learning_rate": 9.944739353007344e-05,
"loss": 5.4165,
"step": 19
},
{
"epoch": 0.06235385814497272,
"grad_norm": 12.207180976867676,
"learning_rate": 9.931806517013612e-05,
"loss": 6.3502,
"step": 20
},
{
"epoch": 0.06547155105222136,
"grad_norm": 12.063061714172363,
"learning_rate": 9.917525374361912e-05,
"loss": 5.482,
"step": 21
},
{
"epoch": 0.06858924395947,
"grad_norm": 13.639694213867188,
"learning_rate": 9.901899829374047e-05,
"loss": 5.8621,
"step": 22
},
{
"epoch": 0.07170693686671863,
"grad_norm": 10.871453285217285,
"learning_rate": 9.884934153917997e-05,
"loss": 5.3057,
"step": 23
},
{
"epoch": 0.07482462977396727,
"grad_norm": 11.467005729675293,
"learning_rate": 9.86663298624003e-05,
"loss": 4.4601,
"step": 24
},
{
"epoch": 0.0779423226812159,
"grad_norm": 11.330914497375488,
"learning_rate": 9.847001329696653e-05,
"loss": 4.9252,
"step": 25
},
{
"epoch": 0.08106001558846454,
"grad_norm": 11.97061538696289,
"learning_rate": 9.826044551386744e-05,
"loss": 4.8823,
"step": 26
},
{
"epoch": 0.08417770849571317,
"grad_norm": 13.585055351257324,
"learning_rate": 9.803768380684242e-05,
"loss": 5.3709,
"step": 27
},
{
"epoch": 0.08729540140296181,
"grad_norm": 13.680033683776855,
"learning_rate": 9.780178907671789e-05,
"loss": 5.6623,
"step": 28
},
{
"epoch": 0.09041309431021044,
"grad_norm": 14.604742050170898,
"learning_rate": 9.755282581475769e-05,
"loss": 5.3659,
"step": 29
},
{
"epoch": 0.09353078721745908,
"grad_norm": 13.014104843139648,
"learning_rate": 9.729086208503174e-05,
"loss": 5.0338,
"step": 30
},
{
"epoch": 0.09664848012470771,
"grad_norm": 13.416587829589844,
"learning_rate": 9.701596950580806e-05,
"loss": 4.5345,
"step": 31
},
{
"epoch": 0.09976617303195635,
"grad_norm": 13.330890655517578,
"learning_rate": 9.672822322997305e-05,
"loss": 4.7284,
"step": 32
},
{
"epoch": 0.10288386593920498,
"grad_norm": 14.181489944458008,
"learning_rate": 9.642770192448536e-05,
"loss": 5.1683,
"step": 33
},
{
"epoch": 0.10600155884645363,
"grad_norm": 14.32101058959961,
"learning_rate": 9.611448774886924e-05,
"loss": 4.4735,
"step": 34
},
{
"epoch": 0.10911925175370225,
"grad_norm": 11.41262435913086,
"learning_rate": 9.578866633275288e-05,
"loss": 4.555,
"step": 35
},
{
"epoch": 0.1122369446609509,
"grad_norm": 11.651115417480469,
"learning_rate": 9.545032675245813e-05,
"loss": 4.3732,
"step": 36
},
{
"epoch": 0.11535463756819954,
"grad_norm": 10.54432487487793,
"learning_rate": 9.509956150664796e-05,
"loss": 4.2542,
"step": 37
},
{
"epoch": 0.11847233047544817,
"grad_norm": 13.021109580993652,
"learning_rate": 9.473646649103818e-05,
"loss": 4.5108,
"step": 38
},
{
"epoch": 0.12159002338269681,
"grad_norm": 13.503449440002441,
"learning_rate": 9.43611409721806e-05,
"loss": 4.2284,
"step": 39
},
{
"epoch": 0.12470771628994544,
"grad_norm": 13.191174507141113,
"learning_rate": 9.397368756032445e-05,
"loss": 4.2834,
"step": 40
},
{
"epoch": 0.12782540919719407,
"grad_norm": 12.584697723388672,
"learning_rate": 9.357421218136386e-05,
"loss": 3.8461,
"step": 41
},
{
"epoch": 0.1309431021044427,
"grad_norm": 14.472663879394531,
"learning_rate": 9.316282404787871e-05,
"loss": 3.8354,
"step": 42
},
{
"epoch": 0.13406079501169135,
"grad_norm": 12.175851821899414,
"learning_rate": 9.273963562927695e-05,
"loss": 3.9488,
"step": 43
},
{
"epoch": 0.13717848791894,
"grad_norm": 28.482507705688477,
"learning_rate": 9.230476262104677e-05,
"loss": 3.8271,
"step": 44
},
{
"epoch": 0.1402961808261886,
"grad_norm": 18.594249725341797,
"learning_rate": 9.185832391312644e-05,
"loss": 4.1931,
"step": 45
},
{
"epoch": 0.14341387373343725,
"grad_norm": 15.749979019165039,
"learning_rate": 9.140044155740101e-05,
"loss": 3.1982,
"step": 46
},
{
"epoch": 0.1465315666406859,
"grad_norm": 20.301923751831055,
"learning_rate": 9.093124073433463e-05,
"loss": 4.3817,
"step": 47
},
{
"epoch": 0.14964925954793454,
"grad_norm": 13.996861457824707,
"learning_rate": 9.045084971874738e-05,
"loss": 4.1606,
"step": 48
},
{
"epoch": 0.15276695245518315,
"grad_norm": 19.21599006652832,
"learning_rate": 8.995939984474624e-05,
"loss": 4.6406,
"step": 49
},
{
"epoch": 0.1558846453624318,
"grad_norm": 19.336666107177734,
"learning_rate": 8.945702546981969e-05,
"loss": 4.3495,
"step": 50
},
{
"epoch": 0.1558846453624318,
"eval_loss": 0.745703935623169,
"eval_runtime": 20.391,
"eval_samples_per_second": 26.482,
"eval_steps_per_second": 6.621,
"step": 50
},
{
"epoch": 0.15900233826968044,
"grad_norm": 16.644689559936523,
"learning_rate": 8.894386393810563e-05,
"loss": 3.5753,
"step": 51
},
{
"epoch": 0.16212003117692908,
"grad_norm": 13.698346138000488,
"learning_rate": 8.842005554284296e-05,
"loss": 3.5221,
"step": 52
},
{
"epoch": 0.1652377240841777,
"grad_norm": 10.113664627075195,
"learning_rate": 8.788574348801675e-05,
"loss": 3.4487,
"step": 53
},
{
"epoch": 0.16835541699142634,
"grad_norm": 9.818008422851562,
"learning_rate": 8.73410738492077e-05,
"loss": 2.9978,
"step": 54
},
{
"epoch": 0.17147310989867498,
"grad_norm": 7.929912090301514,
"learning_rate": 8.678619553365659e-05,
"loss": 2.7355,
"step": 55
},
{
"epoch": 0.17459080280592362,
"grad_norm": 9.08836555480957,
"learning_rate": 8.622126023955446e-05,
"loss": 3.0724,
"step": 56
},
{
"epoch": 0.17770849571317227,
"grad_norm": 8.289327621459961,
"learning_rate": 8.564642241456986e-05,
"loss": 3.1148,
"step": 57
},
{
"epoch": 0.18082618862042088,
"grad_norm": 8.683759689331055,
"learning_rate": 8.506183921362443e-05,
"loss": 2.7112,
"step": 58
},
{
"epoch": 0.18394388152766952,
"grad_norm": 8.794864654541016,
"learning_rate": 8.44676704559283e-05,
"loss": 3.2929,
"step": 59
},
{
"epoch": 0.18706157443491817,
"grad_norm": 7.364131927490234,
"learning_rate": 8.386407858128706e-05,
"loss": 2.63,
"step": 60
},
{
"epoch": 0.1901792673421668,
"grad_norm": 7.907564163208008,
"learning_rate": 8.32512286056924e-05,
"loss": 3.0691,
"step": 61
},
{
"epoch": 0.19329696024941542,
"grad_norm": 9.792932510375977,
"learning_rate": 8.262928807620843e-05,
"loss": 3.1184,
"step": 62
},
{
"epoch": 0.19641465315666407,
"grad_norm": 7.965488910675049,
"learning_rate": 8.199842702516583e-05,
"loss": 3.3138,
"step": 63
},
{
"epoch": 0.1995323460639127,
"grad_norm": 9.244006156921387,
"learning_rate": 8.135881792367686e-05,
"loss": 2.995,
"step": 64
},
{
"epoch": 0.20265003897116135,
"grad_norm": 6.818788051605225,
"learning_rate": 8.07106356344834e-05,
"loss": 2.6801,
"step": 65
},
{
"epoch": 0.20576773187840997,
"grad_norm": 8.18008804321289,
"learning_rate": 8.005405736415126e-05,
"loss": 2.8639,
"step": 66
},
{
"epoch": 0.2088854247856586,
"grad_norm": 8.462689399719238,
"learning_rate": 7.938926261462366e-05,
"loss": 3.3518,
"step": 67
},
{
"epoch": 0.21200311769290725,
"grad_norm": 9.65335464477539,
"learning_rate": 7.871643313414718e-05,
"loss": 3.0363,
"step": 68
},
{
"epoch": 0.2151208106001559,
"grad_norm": 9.894681930541992,
"learning_rate": 7.803575286758364e-05,
"loss": 3.6108,
"step": 69
},
{
"epoch": 0.2182385035074045,
"grad_norm": 10.462113380432129,
"learning_rate": 7.734740790612136e-05,
"loss": 3.4783,
"step": 70
},
{
"epoch": 0.22135619641465315,
"grad_norm": 8.34600830078125,
"learning_rate": 7.66515864363997e-05,
"loss": 3.0312,
"step": 71
},
{
"epoch": 0.2244738893219018,
"grad_norm": 8.083913803100586,
"learning_rate": 7.594847868906076e-05,
"loss": 3.1196,
"step": 72
},
{
"epoch": 0.22759158222915044,
"grad_norm": 9.153026580810547,
"learning_rate": 7.52382768867422e-05,
"loss": 3.2304,
"step": 73
},
{
"epoch": 0.23070927513639908,
"grad_norm": 18.286788940429688,
"learning_rate": 7.452117519152542e-05,
"loss": 3.3481,
"step": 74
},
{
"epoch": 0.2338269680436477,
"grad_norm": 12.73767375946045,
"learning_rate": 7.379736965185368e-05,
"loss": 3.5366,
"step": 75
},
{
"epoch": 0.23694466095089634,
"grad_norm": 11.967613220214844,
"learning_rate": 7.30670581489344e-05,
"loss": 3.4847,
"step": 76
},
{
"epoch": 0.24006235385814498,
"grad_norm": 9.898238182067871,
"learning_rate": 7.233044034264034e-05,
"loss": 3.4925,
"step": 77
},
{
"epoch": 0.24318004676539362,
"grad_norm": 13.920319557189941,
"learning_rate": 7.158771761692464e-05,
"loss": 3.8911,
"step": 78
},
{
"epoch": 0.24629773967264224,
"grad_norm": 14.240066528320312,
"learning_rate": 7.083909302476453e-05,
"loss": 3.9988,
"step": 79
},
{
"epoch": 0.24941543257989088,
"grad_norm": 12.303492546081543,
"learning_rate": 7.008477123264848e-05,
"loss": 4.0639,
"step": 80
},
{
"epoch": 0.2525331254871395,
"grad_norm": 11.494243621826172,
"learning_rate": 6.932495846462261e-05,
"loss": 3.8558,
"step": 81
},
{
"epoch": 0.25565081839438814,
"grad_norm": 11.226067543029785,
"learning_rate": 6.855986244591104e-05,
"loss": 3.3342,
"step": 82
},
{
"epoch": 0.2587685113016368,
"grad_norm": 11.755266189575195,
"learning_rate": 6.778969234612584e-05,
"loss": 4.2033,
"step": 83
},
{
"epoch": 0.2618862042088854,
"grad_norm": 8.904754638671875,
"learning_rate": 6.701465872208216e-05,
"loss": 3.4204,
"step": 84
},
{
"epoch": 0.26500389711613404,
"grad_norm": 11.56294059753418,
"learning_rate": 6.623497346023418e-05,
"loss": 3.26,
"step": 85
},
{
"epoch": 0.2681215900233827,
"grad_norm": 10.843947410583496,
"learning_rate": 6.545084971874738e-05,
"loss": 3.6785,
"step": 86
},
{
"epoch": 0.2712392829306313,
"grad_norm": 9.812710762023926,
"learning_rate": 6.466250186922325e-05,
"loss": 3.1796,
"step": 87
},
{
"epoch": 0.27435697583788,
"grad_norm": 12.650871276855469,
"learning_rate": 6.387014543809223e-05,
"loss": 3.7719,
"step": 88
},
{
"epoch": 0.2774746687451286,
"grad_norm": 9.260048866271973,
"learning_rate": 6.307399704769099e-05,
"loss": 3.3953,
"step": 89
},
{
"epoch": 0.2805923616523772,
"grad_norm": 10.217822074890137,
"learning_rate": 6.227427435703997e-05,
"loss": 3.2167,
"step": 90
},
{
"epoch": 0.2837100545596259,
"grad_norm": 11.022683143615723,
"learning_rate": 6.147119600233758e-05,
"loss": 3.2912,
"step": 91
},
{
"epoch": 0.2868277474668745,
"grad_norm": 12.414704322814941,
"learning_rate": 6.066498153718735e-05,
"loss": 3.328,
"step": 92
},
{
"epoch": 0.2899454403741232,
"grad_norm": 11.644399642944336,
"learning_rate": 5.985585137257401e-05,
"loss": 3.1574,
"step": 93
},
{
"epoch": 0.2930631332813718,
"grad_norm": 19.45965003967285,
"learning_rate": 5.90440267166055e-05,
"loss": 2.4187,
"step": 94
},
{
"epoch": 0.2961808261886204,
"grad_norm": 9.440485000610352,
"learning_rate": 5.8229729514036705e-05,
"loss": 2.7639,
"step": 95
},
{
"epoch": 0.2992985190958691,
"grad_norm": 10.892629623413086,
"learning_rate": 5.74131823855921e-05,
"loss": 2.6128,
"step": 96
},
{
"epoch": 0.3024162120031177,
"grad_norm": 11.69962215423584,
"learning_rate": 5.6594608567103456e-05,
"loss": 3.0135,
"step": 97
},
{
"epoch": 0.3055339049103663,
"grad_norm": 16.776004791259766,
"learning_rate": 5.577423184847932e-05,
"loss": 3.2701,
"step": 98
},
{
"epoch": 0.308651597817615,
"grad_norm": 10.856680870056152,
"learning_rate": 5.495227651252315e-05,
"loss": 3.1861,
"step": 99
},
{
"epoch": 0.3117692907248636,
"grad_norm": 23.68087387084961,
"learning_rate": 5.4128967273616625e-05,
"loss": 4.1984,
"step": 100
},
{
"epoch": 0.3117692907248636,
"eval_loss": 0.6143662333488464,
"eval_runtime": 20.4247,
"eval_samples_per_second": 26.439,
"eval_steps_per_second": 6.61,
"step": 100
},
{
"epoch": 0.31488698363211226,
"grad_norm": 6.1397271156311035,
"learning_rate": 5.330452921628497e-05,
"loss": 2.3444,
"step": 101
},
{
"epoch": 0.3180046765393609,
"grad_norm": 7.607326030731201,
"learning_rate": 5.247918773366112e-05,
"loss": 2.9072,
"step": 102
},
{
"epoch": 0.3211223694466095,
"grad_norm": 6.6434407234191895,
"learning_rate": 5.165316846586541e-05,
"loss": 2.3472,
"step": 103
},
{
"epoch": 0.32424006235385816,
"grad_norm": 7.280537128448486,
"learning_rate": 5.0826697238317935e-05,
"loss": 2.4164,
"step": 104
},
{
"epoch": 0.3273577552611068,
"grad_norm": 6.675552845001221,
"learning_rate": 5e-05,
"loss": 2.3209,
"step": 105
},
{
"epoch": 0.3304754481683554,
"grad_norm": 6.807125568389893,
"learning_rate": 4.917330276168208e-05,
"loss": 2.3718,
"step": 106
},
{
"epoch": 0.33359314107560406,
"grad_norm": 6.205484867095947,
"learning_rate": 4.834683153413459e-05,
"loss": 2.4963,
"step": 107
},
{
"epoch": 0.3367108339828527,
"grad_norm": 6.572414875030518,
"learning_rate": 4.7520812266338885e-05,
"loss": 2.6112,
"step": 108
},
{
"epoch": 0.33982852689010135,
"grad_norm": 6.466701984405518,
"learning_rate": 4.669547078371504e-05,
"loss": 2.1945,
"step": 109
},
{
"epoch": 0.34294621979734996,
"grad_norm": 5.984310150146484,
"learning_rate": 4.5871032726383386e-05,
"loss": 2.8097,
"step": 110
},
{
"epoch": 0.3460639127045986,
"grad_norm": 10.94200325012207,
"learning_rate": 4.504772348747687e-05,
"loss": 2.4516,
"step": 111
},
{
"epoch": 0.34918160561184725,
"grad_norm": 11.749654769897461,
"learning_rate": 4.4225768151520694e-05,
"loss": 2.4898,
"step": 112
},
{
"epoch": 0.35229929851909586,
"grad_norm": 7.231618881225586,
"learning_rate": 4.3405391432896555e-05,
"loss": 2.5991,
"step": 113
},
{
"epoch": 0.35541699142634453,
"grad_norm": 8.064313888549805,
"learning_rate": 4.2586817614407895e-05,
"loss": 2.6607,
"step": 114
},
{
"epoch": 0.35853468433359315,
"grad_norm": 14.305150032043457,
"learning_rate": 4.17702704859633e-05,
"loss": 2.7776,
"step": 115
},
{
"epoch": 0.36165237724084176,
"grad_norm": 7.72219705581665,
"learning_rate": 4.095597328339452e-05,
"loss": 2.4705,
"step": 116
},
{
"epoch": 0.36477007014809043,
"grad_norm": 7.625950813293457,
"learning_rate": 4.0144148627425993e-05,
"loss": 2.4539,
"step": 117
},
{
"epoch": 0.36788776305533905,
"grad_norm": 8.687618255615234,
"learning_rate": 3.933501846281267e-05,
"loss": 3.2093,
"step": 118
},
{
"epoch": 0.37100545596258766,
"grad_norm": 7.8179826736450195,
"learning_rate": 3.852880399766243e-05,
"loss": 3.1214,
"step": 119
},
{
"epoch": 0.37412314886983633,
"grad_norm": 11.393646240234375,
"learning_rate": 3.772572564296005e-05,
"loss": 3.2904,
"step": 120
},
{
"epoch": 0.37724084177708495,
"grad_norm": 9.927339553833008,
"learning_rate": 3.6926002952309016e-05,
"loss": 3.8075,
"step": 121
},
{
"epoch": 0.3803585346843336,
"grad_norm": 7.990683555603027,
"learning_rate": 3.612985456190778e-05,
"loss": 2.7959,
"step": 122
},
{
"epoch": 0.38347622759158223,
"grad_norm": 7.790266513824463,
"learning_rate": 3.533749813077677e-05,
"loss": 2.7875,
"step": 123
},
{
"epoch": 0.38659392049883085,
"grad_norm": 8.719717025756836,
"learning_rate": 3.4549150281252636e-05,
"loss": 3.7968,
"step": 124
},
{
"epoch": 0.3897116134060795,
"grad_norm": 10.316503524780273,
"learning_rate": 3.3765026539765834e-05,
"loss": 3.2443,
"step": 125
},
{
"epoch": 0.39282930631332813,
"grad_norm": 8.768962860107422,
"learning_rate": 3.298534127791785e-05,
"loss": 3.6746,
"step": 126
},
{
"epoch": 0.3959469992205768,
"grad_norm": 9.664812088012695,
"learning_rate": 3.221030765387417e-05,
"loss": 3.1677,
"step": 127
},
{
"epoch": 0.3990646921278254,
"grad_norm": 9.670389175415039,
"learning_rate": 3.144013755408895e-05,
"loss": 3.4062,
"step": 128
},
{
"epoch": 0.40218238503507403,
"grad_norm": 9.162301063537598,
"learning_rate": 3.0675041535377405e-05,
"loss": 3.6435,
"step": 129
},
{
"epoch": 0.4053000779423227,
"grad_norm": 7.748847961425781,
"learning_rate": 2.991522876735154e-05,
"loss": 3.178,
"step": 130
},
{
"epoch": 0.4084177708495713,
"grad_norm": 9.13791561126709,
"learning_rate": 2.916090697523549e-05,
"loss": 3.3075,
"step": 131
},
{
"epoch": 0.41153546375681993,
"grad_norm": 9.217190742492676,
"learning_rate": 2.8412282383075363e-05,
"loss": 3.5296,
"step": 132
},
{
"epoch": 0.4146531566640686,
"grad_norm": 10.093830108642578,
"learning_rate": 2.766955965735968e-05,
"loss": 3.282,
"step": 133
},
{
"epoch": 0.4177708495713172,
"grad_norm": 11.196274757385254,
"learning_rate": 2.693294185106562e-05,
"loss": 3.1394,
"step": 134
},
{
"epoch": 0.4208885424785659,
"grad_norm": 9.726496696472168,
"learning_rate": 2.6202630348146324e-05,
"loss": 3.7191,
"step": 135
},
{
"epoch": 0.4240062353858145,
"grad_norm": 10.877890586853027,
"learning_rate": 2.547882480847461e-05,
"loss": 3.2328,
"step": 136
},
{
"epoch": 0.4271239282930631,
"grad_norm": 10.798422813415527,
"learning_rate": 2.476172311325783e-05,
"loss": 3.3357,
"step": 137
},
{
"epoch": 0.4302416212003118,
"grad_norm": 9.386134147644043,
"learning_rate": 2.405152131093926e-05,
"loss": 3.3181,
"step": 138
},
{
"epoch": 0.4333593141075604,
"grad_norm": 12.355273246765137,
"learning_rate": 2.3348413563600325e-05,
"loss": 2.9209,
"step": 139
},
{
"epoch": 0.436477007014809,
"grad_norm": 10.783023834228516,
"learning_rate": 2.2652592093878666e-05,
"loss": 3.6177,
"step": 140
},
{
"epoch": 0.4395946999220577,
"grad_norm": 16.665035247802734,
"learning_rate": 2.196424713241637e-05,
"loss": 2.9883,
"step": 141
},
{
"epoch": 0.4427123928293063,
"grad_norm": 10.434625625610352,
"learning_rate": 2.128356686585282e-05,
"loss": 2.5966,
"step": 142
},
{
"epoch": 0.44583008573655497,
"grad_norm": 9.988262176513672,
"learning_rate": 2.061073738537635e-05,
"loss": 2.3265,
"step": 143
},
{
"epoch": 0.4489477786438036,
"grad_norm": 10.1835355758667,
"learning_rate": 1.9945942635848748e-05,
"loss": 2.6702,
"step": 144
},
{
"epoch": 0.4520654715510522,
"grad_norm": 12.877456665039062,
"learning_rate": 1.928936436551661e-05,
"loss": 3.1513,
"step": 145
},
{
"epoch": 0.45518316445830087,
"grad_norm": 11.23567008972168,
"learning_rate": 1.8641182076323148e-05,
"loss": 2.9379,
"step": 146
},
{
"epoch": 0.4583008573655495,
"grad_norm": 11.280649185180664,
"learning_rate": 1.800157297483417e-05,
"loss": 2.5896,
"step": 147
},
{
"epoch": 0.46141855027279816,
"grad_norm": 12.652727127075195,
"learning_rate": 1.7370711923791567e-05,
"loss": 3.0991,
"step": 148
},
{
"epoch": 0.46453624318004677,
"grad_norm": 12.5499906539917,
"learning_rate": 1.6748771394307585e-05,
"loss": 2.7149,
"step": 149
},
{
"epoch": 0.4676539360872954,
"grad_norm": 22.550954818725586,
"learning_rate": 1.6135921418712956e-05,
"loss": 3.8598,
"step": 150
},
{
"epoch": 0.4676539360872954,
"eval_loss": 0.5526705980300903,
"eval_runtime": 20.4183,
"eval_samples_per_second": 26.447,
"eval_steps_per_second": 6.612,
"step": 150
},
{
"epoch": 0.47077162899454406,
"grad_norm": 5.510451316833496,
"learning_rate": 1.553232954407171e-05,
"loss": 1.7517,
"step": 151
},
{
"epoch": 0.47388932190179267,
"grad_norm": 5.776265621185303,
"learning_rate": 1.4938160786375572e-05,
"loss": 2.2235,
"step": 152
},
{
"epoch": 0.4770070148090413,
"grad_norm": 5.69129753112793,
"learning_rate": 1.435357758543015e-05,
"loss": 2.0681,
"step": 153
},
{
"epoch": 0.48012470771628996,
"grad_norm": 7.5511956214904785,
"learning_rate": 1.3778739760445552e-05,
"loss": 2.3379,
"step": 154
},
{
"epoch": 0.48324240062353857,
"grad_norm": 6.128115177154541,
"learning_rate": 1.3213804466343421e-05,
"loss": 1.9243,
"step": 155
},
{
"epoch": 0.48636009353078724,
"grad_norm": 5.709255218505859,
"learning_rate": 1.2658926150792322e-05,
"loss": 2.0376,
"step": 156
},
{
"epoch": 0.48947778643803586,
"grad_norm": 6.6855950355529785,
"learning_rate": 1.2114256511983274e-05,
"loss": 2.2901,
"step": 157
},
{
"epoch": 0.49259547934528447,
"grad_norm": 6.084838390350342,
"learning_rate": 1.157994445715706e-05,
"loss": 2.2606,
"step": 158
},
{
"epoch": 0.49571317225253314,
"grad_norm": 6.58294677734375,
"learning_rate": 1.1056136061894384e-05,
"loss": 2.2749,
"step": 159
},
{
"epoch": 0.49883086515978176,
"grad_norm": 7.350609302520752,
"learning_rate": 1.0542974530180327e-05,
"loss": 2.2602,
"step": 160
},
{
"epoch": 0.5019485580670304,
"grad_norm": 6.449454307556152,
"learning_rate": 1.0040600155253765e-05,
"loss": 2.0813,
"step": 161
},
{
"epoch": 0.505066250974279,
"grad_norm": 10.626570701599121,
"learning_rate": 9.549150281252633e-06,
"loss": 2.2476,
"step": 162
},
{
"epoch": 0.5081839438815277,
"grad_norm": 5.894722938537598,
"learning_rate": 9.068759265665384e-06,
"loss": 2.2141,
"step": 163
},
{
"epoch": 0.5113016367887763,
"grad_norm": 8.111690521240234,
"learning_rate": 8.599558442598998e-06,
"loss": 2.0128,
"step": 164
},
{
"epoch": 0.514419329696025,
"grad_norm": 6.200974464416504,
"learning_rate": 8.141676086873572e-06,
"loss": 2.2972,
"step": 165
},
{
"epoch": 0.5175370226032736,
"grad_norm": 7.870783805847168,
"learning_rate": 7.695237378953223e-06,
"loss": 2.4488,
"step": 166
},
{
"epoch": 0.5206547155105222,
"grad_norm": 7.808360576629639,
"learning_rate": 7.260364370723044e-06,
"loss": 2.2896,
"step": 167
},
{
"epoch": 0.5237724084177708,
"grad_norm": 7.943413257598877,
"learning_rate": 6.837175952121306e-06,
"loss": 2.3406,
"step": 168
},
{
"epoch": 0.5268901013250195,
"grad_norm": 9.041855812072754,
"learning_rate": 6.425787818636131e-06,
"loss": 2.8324,
"step": 169
},
{
"epoch": 0.5300077942322681,
"grad_norm": 8.971168518066406,
"learning_rate": 6.026312439675552e-06,
"loss": 3.0823,
"step": 170
},
{
"epoch": 0.5331254871395168,
"grad_norm": 7.470766544342041,
"learning_rate": 5.6388590278194096e-06,
"loss": 2.7118,
"step": 171
},
{
"epoch": 0.5362431800467654,
"grad_norm": 9.016336441040039,
"learning_rate": 5.263533508961827e-06,
"loss": 2.9919,
"step": 172
},
{
"epoch": 0.539360872954014,
"grad_norm": 8.753948211669922,
"learning_rate": 4.900438493352055e-06,
"loss": 3.1282,
"step": 173
},
{
"epoch": 0.5424785658612626,
"grad_norm": 9.623739242553711,
"learning_rate": 4.549673247541875e-06,
"loss": 2.9055,
"step": 174
},
{
"epoch": 0.5455962587685113,
"grad_norm": 9.623494148254395,
"learning_rate": 4.2113336672471245e-06,
"loss": 3.3859,
"step": 175
},
{
"epoch": 0.54871395167576,
"grad_norm": 11.163936614990234,
"learning_rate": 3.885512251130763e-06,
"loss": 2.9277,
"step": 176
},
{
"epoch": 0.5518316445830086,
"grad_norm": 8.889883995056152,
"learning_rate": 3.5722980755146517e-06,
"loss": 3.0582,
"step": 177
},
{
"epoch": 0.5549493374902572,
"grad_norm": 14.302506446838379,
"learning_rate": 3.271776770026963e-06,
"loss": 3.8435,
"step": 178
},
{
"epoch": 0.5580670303975058,
"grad_norm": 9.2825345993042,
"learning_rate": 2.9840304941919415e-06,
"loss": 3.2624,
"step": 179
},
{
"epoch": 0.5611847233047544,
"grad_norm": 9.157449722290039,
"learning_rate": 2.7091379149682685e-06,
"loss": 3.5069,
"step": 180
},
{
"epoch": 0.5643024162120032,
"grad_norm": 7.781318187713623,
"learning_rate": 2.4471741852423237e-06,
"loss": 3.0756,
"step": 181
},
{
"epoch": 0.5674201091192518,
"grad_norm": 10.207369804382324,
"learning_rate": 2.1982109232821178e-06,
"loss": 3.7111,
"step": 182
},
{
"epoch": 0.5705378020265004,
"grad_norm": 8.891037940979004,
"learning_rate": 1.962316193157593e-06,
"loss": 3.7993,
"step": 183
},
{
"epoch": 0.573655494933749,
"grad_norm": 9.740682601928711,
"learning_rate": 1.7395544861325718e-06,
"loss": 3.6118,
"step": 184
},
{
"epoch": 0.5767731878409976,
"grad_norm": 12.479891777038574,
"learning_rate": 1.5299867030334814e-06,
"loss": 3.3783,
"step": 185
},
{
"epoch": 0.5798908807482464,
"grad_norm": 16.013286590576172,
"learning_rate": 1.333670137599713e-06,
"loss": 2.8446,
"step": 186
},
{
"epoch": 0.583008573655495,
"grad_norm": 9.353748321533203,
"learning_rate": 1.1506584608200367e-06,
"loss": 3.1683,
"step": 187
},
{
"epoch": 0.5861262665627436,
"grad_norm": 9.315102577209473,
"learning_rate": 9.810017062595322e-07,
"loss": 3.1097,
"step": 188
},
{
"epoch": 0.5892439594699922,
"grad_norm": 14.705044746398926,
"learning_rate": 8.247462563808817e-07,
"loss": 2.7454,
"step": 189
},
{
"epoch": 0.5923616523772408,
"grad_norm": 8.641880989074707,
"learning_rate": 6.819348298638839e-07,
"loss": 2.7142,
"step": 190
},
{
"epoch": 0.5954793452844894,
"grad_norm": 11.792092323303223,
"learning_rate": 5.526064699265753e-07,
"loss": 2.6724,
"step": 191
},
{
"epoch": 0.5985970381917382,
"grad_norm": 10.994759559631348,
"learning_rate": 4.367965336512403e-07,
"loss": 2.4745,
"step": 192
},
{
"epoch": 0.6017147310989868,
"grad_norm": 13.135787010192871,
"learning_rate": 3.3453668231809286e-07,
"loss": 2.7174,
"step": 193
},
{
"epoch": 0.6048324240062354,
"grad_norm": 10.710105895996094,
"learning_rate": 2.458548727494292e-07,
"loss": 3.0424,
"step": 194
},
{
"epoch": 0.607950116913484,
"grad_norm": 11.313312530517578,
"learning_rate": 1.7077534966650766e-07,
"loss": 2.7834,
"step": 195
},
{
"epoch": 0.6110678098207326,
"grad_norm": 12.285223007202148,
"learning_rate": 1.0931863906127327e-07,
"loss": 2.9568,
"step": 196
},
{
"epoch": 0.6141855027279813,
"grad_norm": 11.848814964294434,
"learning_rate": 6.150154258476315e-08,
"loss": 2.5463,
"step": 197
},
{
"epoch": 0.61730319563523,
"grad_norm": 13.349742889404297,
"learning_rate": 2.7337132953697554e-08,
"loss": 3.4006,
"step": 198
},
{
"epoch": 0.6204208885424786,
"grad_norm": 16.632017135620117,
"learning_rate": 6.834750376549792e-09,
"loss": 3.4796,
"step": 199
},
{
"epoch": 0.6235385814497272,
"grad_norm": 19.081388473510742,
"learning_rate": 0.0,
"loss": 3.6177,
"step": 200
},
{
"epoch": 0.6235385814497272,
"eval_loss": 0.5150178074836731,
"eval_runtime": 20.4207,
"eval_samples_per_second": 26.444,
"eval_steps_per_second": 6.611,
"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": 1.169711928705024e+17,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}