prxy5606's picture
Training in progress, step 200, checkpoint
57f70b4 verified
raw
history blame
36.3 kB
{
"best_metric": 0.8852634429931641,
"best_model_checkpoint": "miner_id_24/checkpoint-200",
"epoch": 2.73972602739726,
"eval_steps": 50,
"global_step": 200,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0136986301369863,
"grad_norm": 2.3104567527770996,
"learning_rate": 1e-05,
"loss": 2.6772,
"step": 1
},
{
"epoch": 0.0136986301369863,
"eval_loss": 2.6535723209381104,
"eval_runtime": 17.3303,
"eval_samples_per_second": 7.097,
"eval_steps_per_second": 1.789,
"step": 1
},
{
"epoch": 0.0273972602739726,
"grad_norm": 2.2860801219940186,
"learning_rate": 2e-05,
"loss": 2.5427,
"step": 2
},
{
"epoch": 0.0410958904109589,
"grad_norm": 2.4849393367767334,
"learning_rate": 3e-05,
"loss": 2.6223,
"step": 3
},
{
"epoch": 0.0547945205479452,
"grad_norm": 1.9940364360809326,
"learning_rate": 4e-05,
"loss": 2.4287,
"step": 4
},
{
"epoch": 0.0684931506849315,
"grad_norm": 1.7210477590560913,
"learning_rate": 5e-05,
"loss": 2.3605,
"step": 5
},
{
"epoch": 0.0821917808219178,
"grad_norm": 1.2044246196746826,
"learning_rate": 6e-05,
"loss": 2.2256,
"step": 6
},
{
"epoch": 0.0958904109589041,
"grad_norm": 0.7198757529258728,
"learning_rate": 7e-05,
"loss": 2.0664,
"step": 7
},
{
"epoch": 0.1095890410958904,
"grad_norm": 0.5114027261734009,
"learning_rate": 8e-05,
"loss": 2.2381,
"step": 8
},
{
"epoch": 0.1232876712328767,
"grad_norm": 0.6468356251716614,
"learning_rate": 9e-05,
"loss": 2.0742,
"step": 9
},
{
"epoch": 0.136986301369863,
"grad_norm": 0.6318015456199646,
"learning_rate": 0.0001,
"loss": 1.9805,
"step": 10
},
{
"epoch": 0.1506849315068493,
"grad_norm": 0.7080933451652527,
"learning_rate": 9.999316524962345e-05,
"loss": 1.9232,
"step": 11
},
{
"epoch": 0.1643835616438356,
"grad_norm": 0.6762998104095459,
"learning_rate": 9.997266286704631e-05,
"loss": 1.9994,
"step": 12
},
{
"epoch": 0.1780821917808219,
"grad_norm": 0.6594786047935486,
"learning_rate": 9.993849845741524e-05,
"loss": 1.9786,
"step": 13
},
{
"epoch": 0.1917808219178082,
"grad_norm": 0.5222786664962769,
"learning_rate": 9.989068136093873e-05,
"loss": 1.6868,
"step": 14
},
{
"epoch": 0.2054794520547945,
"grad_norm": 0.58636075258255,
"learning_rate": 9.98292246503335e-05,
"loss": 1.8013,
"step": 15
},
{
"epoch": 0.2191780821917808,
"grad_norm": 0.6786454916000366,
"learning_rate": 9.975414512725057e-05,
"loss": 1.9422,
"step": 16
},
{
"epoch": 0.2328767123287671,
"grad_norm": 0.698627769947052,
"learning_rate": 9.966546331768191e-05,
"loss": 1.8039,
"step": 17
},
{
"epoch": 0.2465753424657534,
"grad_norm": 0.8333738446235657,
"learning_rate": 9.956320346634876e-05,
"loss": 1.7332,
"step": 18
},
{
"epoch": 0.2602739726027397,
"grad_norm": 0.5399659276008606,
"learning_rate": 9.944739353007344e-05,
"loss": 1.6334,
"step": 19
},
{
"epoch": 0.273972602739726,
"grad_norm": 0.5942010879516602,
"learning_rate": 9.931806517013612e-05,
"loss": 1.5734,
"step": 20
},
{
"epoch": 0.2876712328767123,
"grad_norm": 0.5469406843185425,
"learning_rate": 9.917525374361912e-05,
"loss": 1.4613,
"step": 21
},
{
"epoch": 0.3013698630136986,
"grad_norm": 0.461607426404953,
"learning_rate": 9.901899829374047e-05,
"loss": 1.5705,
"step": 22
},
{
"epoch": 0.3150684931506849,
"grad_norm": 0.48899999260902405,
"learning_rate": 9.884934153917997e-05,
"loss": 1.4752,
"step": 23
},
{
"epoch": 0.3287671232876712,
"grad_norm": 0.4735804796218872,
"learning_rate": 9.86663298624003e-05,
"loss": 1.5224,
"step": 24
},
{
"epoch": 0.3424657534246575,
"grad_norm": 0.46453773975372314,
"learning_rate": 9.847001329696653e-05,
"loss": 1.4607,
"step": 25
},
{
"epoch": 0.3561643835616438,
"grad_norm": 0.5345879197120667,
"learning_rate": 9.826044551386744e-05,
"loss": 1.2636,
"step": 26
},
{
"epoch": 0.3698630136986301,
"grad_norm": 0.47283685207366943,
"learning_rate": 9.803768380684242e-05,
"loss": 1.4447,
"step": 27
},
{
"epoch": 0.3835616438356164,
"grad_norm": 0.46636468172073364,
"learning_rate": 9.780178907671789e-05,
"loss": 1.4252,
"step": 28
},
{
"epoch": 0.3972602739726027,
"grad_norm": 0.5225064158439636,
"learning_rate": 9.755282581475769e-05,
"loss": 1.3312,
"step": 29
},
{
"epoch": 0.410958904109589,
"grad_norm": 0.5501663684844971,
"learning_rate": 9.729086208503174e-05,
"loss": 1.2208,
"step": 30
},
{
"epoch": 0.4246575342465753,
"grad_norm": 0.566003680229187,
"learning_rate": 9.701596950580806e-05,
"loss": 1.369,
"step": 31
},
{
"epoch": 0.4383561643835616,
"grad_norm": 0.5202441215515137,
"learning_rate": 9.672822322997305e-05,
"loss": 1.2976,
"step": 32
},
{
"epoch": 0.4520547945205479,
"grad_norm": 0.518156886100769,
"learning_rate": 9.642770192448536e-05,
"loss": 1.2891,
"step": 33
},
{
"epoch": 0.4657534246575342,
"grad_norm": 0.6312072277069092,
"learning_rate": 9.611448774886924e-05,
"loss": 1.2836,
"step": 34
},
{
"epoch": 0.4794520547945205,
"grad_norm": 0.6018211841583252,
"learning_rate": 9.578866633275288e-05,
"loss": 1.3762,
"step": 35
},
{
"epoch": 0.4931506849315068,
"grad_norm": 0.7894740104675293,
"learning_rate": 9.545032675245813e-05,
"loss": 1.3325,
"step": 36
},
{
"epoch": 0.5068493150684932,
"grad_norm": 0.5007014870643616,
"learning_rate": 9.509956150664796e-05,
"loss": 1.3137,
"step": 37
},
{
"epoch": 0.5205479452054794,
"grad_norm": 0.4664342403411865,
"learning_rate": 9.473646649103818e-05,
"loss": 1.2576,
"step": 38
},
{
"epoch": 0.5342465753424658,
"grad_norm": 0.5222160816192627,
"learning_rate": 9.43611409721806e-05,
"loss": 1.2053,
"step": 39
},
{
"epoch": 0.547945205479452,
"grad_norm": 0.45446133613586426,
"learning_rate": 9.397368756032445e-05,
"loss": 1.1862,
"step": 40
},
{
"epoch": 0.5616438356164384,
"grad_norm": 0.5213246941566467,
"learning_rate": 9.357421218136386e-05,
"loss": 1.1884,
"step": 41
},
{
"epoch": 0.5753424657534246,
"grad_norm": 0.4332996904850006,
"learning_rate": 9.316282404787871e-05,
"loss": 1.2503,
"step": 42
},
{
"epoch": 0.589041095890411,
"grad_norm": 0.45690229535102844,
"learning_rate": 9.273963562927695e-05,
"loss": 1.2862,
"step": 43
},
{
"epoch": 0.6027397260273972,
"grad_norm": 0.4400925040245056,
"learning_rate": 9.230476262104677e-05,
"loss": 1.1974,
"step": 44
},
{
"epoch": 0.6164383561643836,
"grad_norm": 0.39044520258903503,
"learning_rate": 9.185832391312644e-05,
"loss": 1.0507,
"step": 45
},
{
"epoch": 0.6301369863013698,
"grad_norm": 0.4855286180973053,
"learning_rate": 9.140044155740101e-05,
"loss": 1.0906,
"step": 46
},
{
"epoch": 0.6438356164383562,
"grad_norm": 0.4984034597873688,
"learning_rate": 9.093124073433463e-05,
"loss": 1.2483,
"step": 47
},
{
"epoch": 0.6575342465753424,
"grad_norm": 0.44656309485435486,
"learning_rate": 9.045084971874738e-05,
"loss": 1.1795,
"step": 48
},
{
"epoch": 0.6712328767123288,
"grad_norm": 0.4836941659450531,
"learning_rate": 8.995939984474624e-05,
"loss": 1.1595,
"step": 49
},
{
"epoch": 0.684931506849315,
"grad_norm": 0.4639911949634552,
"learning_rate": 8.945702546981969e-05,
"loss": 1.0114,
"step": 50
},
{
"epoch": 0.684931506849315,
"eval_loss": 1.1611876487731934,
"eval_runtime": 17.7314,
"eval_samples_per_second": 6.937,
"eval_steps_per_second": 1.748,
"step": 50
},
{
"epoch": 0.6986301369863014,
"grad_norm": 0.512341320514679,
"learning_rate": 8.894386393810563e-05,
"loss": 1.3056,
"step": 51
},
{
"epoch": 0.7123287671232876,
"grad_norm": 0.5826106071472168,
"learning_rate": 8.842005554284296e-05,
"loss": 1.4377,
"step": 52
},
{
"epoch": 0.726027397260274,
"grad_norm": 0.5555780529975891,
"learning_rate": 8.788574348801675e-05,
"loss": 1.1425,
"step": 53
},
{
"epoch": 0.7397260273972602,
"grad_norm": 0.711355984210968,
"learning_rate": 8.73410738492077e-05,
"loss": 1.1823,
"step": 54
},
{
"epoch": 0.7534246575342466,
"grad_norm": 0.48095622658729553,
"learning_rate": 8.678619553365659e-05,
"loss": 1.1175,
"step": 55
},
{
"epoch": 0.7671232876712328,
"grad_norm": 0.4780822992324829,
"learning_rate": 8.622126023955446e-05,
"loss": 1.1418,
"step": 56
},
{
"epoch": 0.7808219178082192,
"grad_norm": 0.4301621615886688,
"learning_rate": 8.564642241456986e-05,
"loss": 1.037,
"step": 57
},
{
"epoch": 0.7945205479452054,
"grad_norm": 0.4613475799560547,
"learning_rate": 8.506183921362443e-05,
"loss": 1.1247,
"step": 58
},
{
"epoch": 0.8082191780821918,
"grad_norm": 0.4640677273273468,
"learning_rate": 8.44676704559283e-05,
"loss": 1.1819,
"step": 59
},
{
"epoch": 0.821917808219178,
"grad_norm": 0.4535015821456909,
"learning_rate": 8.386407858128706e-05,
"loss": 1.1822,
"step": 60
},
{
"epoch": 0.8356164383561644,
"grad_norm": 0.43138375878334045,
"learning_rate": 8.32512286056924e-05,
"loss": 1.0331,
"step": 61
},
{
"epoch": 0.8493150684931506,
"grad_norm": 0.4065261483192444,
"learning_rate": 8.262928807620843e-05,
"loss": 1.0627,
"step": 62
},
{
"epoch": 0.863013698630137,
"grad_norm": 0.4334150552749634,
"learning_rate": 8.199842702516583e-05,
"loss": 1.1372,
"step": 63
},
{
"epoch": 0.8767123287671232,
"grad_norm": 0.43922698497772217,
"learning_rate": 8.135881792367686e-05,
"loss": 1.1841,
"step": 64
},
{
"epoch": 0.8904109589041096,
"grad_norm": 0.4033384621143341,
"learning_rate": 8.07106356344834e-05,
"loss": 1.0808,
"step": 65
},
{
"epoch": 0.9041095890410958,
"grad_norm": 0.4910394847393036,
"learning_rate": 8.005405736415126e-05,
"loss": 1.0448,
"step": 66
},
{
"epoch": 0.9178082191780822,
"grad_norm": 0.42739400267601013,
"learning_rate": 7.938926261462366e-05,
"loss": 1.0965,
"step": 67
},
{
"epoch": 0.9315068493150684,
"grad_norm": 0.41515880823135376,
"learning_rate": 7.871643313414718e-05,
"loss": 0.9814,
"step": 68
},
{
"epoch": 0.9452054794520548,
"grad_norm": 0.4886678159236908,
"learning_rate": 7.803575286758364e-05,
"loss": 1.0774,
"step": 69
},
{
"epoch": 0.958904109589041,
"grad_norm": 0.5378843545913696,
"learning_rate": 7.734740790612136e-05,
"loss": 1.1657,
"step": 70
},
{
"epoch": 0.9726027397260274,
"grad_norm": 0.6070383191108704,
"learning_rate": 7.66515864363997e-05,
"loss": 1.0322,
"step": 71
},
{
"epoch": 0.9863013698630136,
"grad_norm": 0.7307769060134888,
"learning_rate": 7.594847868906076e-05,
"loss": 1.0442,
"step": 72
},
{
"epoch": 1.0,
"grad_norm": 0.5021775960922241,
"learning_rate": 7.52382768867422e-05,
"loss": 0.9663,
"step": 73
},
{
"epoch": 1.0136986301369864,
"grad_norm": 0.4482825994491577,
"learning_rate": 7.452117519152542e-05,
"loss": 1.0233,
"step": 74
},
{
"epoch": 1.0273972602739727,
"grad_norm": 0.5086010694503784,
"learning_rate": 7.379736965185368e-05,
"loss": 1.0217,
"step": 75
},
{
"epoch": 1.0410958904109588,
"grad_norm": 0.4074973165988922,
"learning_rate": 7.30670581489344e-05,
"loss": 1.0699,
"step": 76
},
{
"epoch": 1.0547945205479452,
"grad_norm": 0.4410340189933777,
"learning_rate": 7.233044034264034e-05,
"loss": 1.0412,
"step": 77
},
{
"epoch": 1.0684931506849316,
"grad_norm": 0.4779570400714874,
"learning_rate": 7.158771761692464e-05,
"loss": 1.0199,
"step": 78
},
{
"epoch": 1.0821917808219177,
"grad_norm": 0.40746673941612244,
"learning_rate": 7.083909302476453e-05,
"loss": 0.8661,
"step": 79
},
{
"epoch": 1.095890410958904,
"grad_norm": 0.4582931101322174,
"learning_rate": 7.008477123264848e-05,
"loss": 1.0316,
"step": 80
},
{
"epoch": 1.1095890410958904,
"grad_norm": 0.4575212299823761,
"learning_rate": 6.932495846462261e-05,
"loss": 0.9536,
"step": 81
},
{
"epoch": 1.1232876712328768,
"grad_norm": 0.44885629415512085,
"learning_rate": 6.855986244591104e-05,
"loss": 1.0879,
"step": 82
},
{
"epoch": 1.1369863013698631,
"grad_norm": 0.4383758008480072,
"learning_rate": 6.778969234612584e-05,
"loss": 0.8652,
"step": 83
},
{
"epoch": 1.1506849315068493,
"grad_norm": 0.44274815917015076,
"learning_rate": 6.701465872208216e-05,
"loss": 0.9339,
"step": 84
},
{
"epoch": 1.1643835616438356,
"grad_norm": 0.4281717836856842,
"learning_rate": 6.623497346023418e-05,
"loss": 0.9946,
"step": 85
},
{
"epoch": 1.178082191780822,
"grad_norm": 0.44562020897865295,
"learning_rate": 6.545084971874738e-05,
"loss": 0.8694,
"step": 86
},
{
"epoch": 1.191780821917808,
"grad_norm": 0.4684397578239441,
"learning_rate": 6.466250186922325e-05,
"loss": 0.8661,
"step": 87
},
{
"epoch": 1.2054794520547945,
"grad_norm": 0.5205891132354736,
"learning_rate": 6.387014543809223e-05,
"loss": 0.8513,
"step": 88
},
{
"epoch": 1.2191780821917808,
"grad_norm": 0.46425750851631165,
"learning_rate": 6.307399704769099e-05,
"loss": 1.0054,
"step": 89
},
{
"epoch": 1.2328767123287672,
"grad_norm": 0.5829333066940308,
"learning_rate": 6.227427435703997e-05,
"loss": 0.8968,
"step": 90
},
{
"epoch": 1.2465753424657535,
"grad_norm": 0.6800022125244141,
"learning_rate": 6.147119600233758e-05,
"loss": 0.8185,
"step": 91
},
{
"epoch": 1.2602739726027397,
"grad_norm": 0.5547052025794983,
"learning_rate": 6.066498153718735e-05,
"loss": 0.9072,
"step": 92
},
{
"epoch": 1.273972602739726,
"grad_norm": 0.5414283275604248,
"learning_rate": 5.985585137257401e-05,
"loss": 0.9893,
"step": 93
},
{
"epoch": 1.2876712328767124,
"grad_norm": 0.5985580086708069,
"learning_rate": 5.90440267166055e-05,
"loss": 0.8959,
"step": 94
},
{
"epoch": 1.3013698630136985,
"grad_norm": 0.43421244621276855,
"learning_rate": 5.8229729514036705e-05,
"loss": 0.8962,
"step": 95
},
{
"epoch": 1.3150684931506849,
"grad_norm": 0.4751519560813904,
"learning_rate": 5.74131823855921e-05,
"loss": 0.9721,
"step": 96
},
{
"epoch": 1.3287671232876712,
"grad_norm": 0.4949586093425751,
"learning_rate": 5.6594608567103456e-05,
"loss": 0.851,
"step": 97
},
{
"epoch": 1.3424657534246576,
"grad_norm": 0.443632572889328,
"learning_rate": 5.577423184847932e-05,
"loss": 0.8569,
"step": 98
},
{
"epoch": 1.356164383561644,
"grad_norm": 0.4481355547904968,
"learning_rate": 5.495227651252315e-05,
"loss": 0.9008,
"step": 99
},
{
"epoch": 1.36986301369863,
"grad_norm": 0.4246158301830292,
"learning_rate": 5.4128967273616625e-05,
"loss": 0.9007,
"step": 100
},
{
"epoch": 1.36986301369863,
"eval_loss": 0.9667438268661499,
"eval_runtime": 17.7104,
"eval_samples_per_second": 6.945,
"eval_steps_per_second": 1.75,
"step": 100
},
{
"epoch": 1.3835616438356164,
"grad_norm": 0.4706757962703705,
"learning_rate": 5.330452921628497e-05,
"loss": 0.921,
"step": 101
},
{
"epoch": 1.3972602739726028,
"grad_norm": 0.44695258140563965,
"learning_rate": 5.247918773366112e-05,
"loss": 0.8156,
"step": 102
},
{
"epoch": 1.410958904109589,
"grad_norm": 0.4904194176197052,
"learning_rate": 5.165316846586541e-05,
"loss": 0.9468,
"step": 103
},
{
"epoch": 1.4246575342465753,
"grad_norm": 0.4590471386909485,
"learning_rate": 5.0826697238317935e-05,
"loss": 0.7876,
"step": 104
},
{
"epoch": 1.4383561643835616,
"grad_norm": 0.4899277091026306,
"learning_rate": 5e-05,
"loss": 0.7743,
"step": 105
},
{
"epoch": 1.452054794520548,
"grad_norm": 0.6832799315452576,
"learning_rate": 4.917330276168208e-05,
"loss": 0.9999,
"step": 106
},
{
"epoch": 1.4657534246575343,
"grad_norm": 0.5903638601303101,
"learning_rate": 4.834683153413459e-05,
"loss": 0.9089,
"step": 107
},
{
"epoch": 1.4794520547945205,
"grad_norm": 0.6132621765136719,
"learning_rate": 4.7520812266338885e-05,
"loss": 0.9061,
"step": 108
},
{
"epoch": 1.4931506849315068,
"grad_norm": 0.8069959878921509,
"learning_rate": 4.669547078371504e-05,
"loss": 0.8017,
"step": 109
},
{
"epoch": 1.5068493150684932,
"grad_norm": 0.4573930501937866,
"learning_rate": 4.5871032726383386e-05,
"loss": 1.0055,
"step": 110
},
{
"epoch": 1.5205479452054793,
"grad_norm": 0.446062296628952,
"learning_rate": 4.504772348747687e-05,
"loss": 0.9394,
"step": 111
},
{
"epoch": 1.5342465753424657,
"grad_norm": 0.5781521797180176,
"learning_rate": 4.4225768151520694e-05,
"loss": 0.8688,
"step": 112
},
{
"epoch": 1.547945205479452,
"grad_norm": 0.5024420022964478,
"learning_rate": 4.3405391432896555e-05,
"loss": 0.9995,
"step": 113
},
{
"epoch": 1.5616438356164384,
"grad_norm": 0.4697863459587097,
"learning_rate": 4.2586817614407895e-05,
"loss": 0.9577,
"step": 114
},
{
"epoch": 1.5753424657534247,
"grad_norm": 0.47331348061561584,
"learning_rate": 4.17702704859633e-05,
"loss": 1.0023,
"step": 115
},
{
"epoch": 1.589041095890411,
"grad_norm": 0.4437616765499115,
"learning_rate": 4.095597328339452e-05,
"loss": 0.8376,
"step": 116
},
{
"epoch": 1.6027397260273972,
"grad_norm": 0.43482112884521484,
"learning_rate": 4.0144148627425993e-05,
"loss": 0.9088,
"step": 117
},
{
"epoch": 1.6164383561643836,
"grad_norm": 0.41529685258865356,
"learning_rate": 3.933501846281267e-05,
"loss": 0.9271,
"step": 118
},
{
"epoch": 1.6301369863013697,
"grad_norm": 0.4500505328178406,
"learning_rate": 3.852880399766243e-05,
"loss": 0.9108,
"step": 119
},
{
"epoch": 1.643835616438356,
"grad_norm": 0.42425259947776794,
"learning_rate": 3.772572564296005e-05,
"loss": 0.8784,
"step": 120
},
{
"epoch": 1.6575342465753424,
"grad_norm": 0.4351794123649597,
"learning_rate": 3.6926002952309016e-05,
"loss": 0.8761,
"step": 121
},
{
"epoch": 1.6712328767123288,
"grad_norm": 0.4875510632991791,
"learning_rate": 3.612985456190778e-05,
"loss": 0.9418,
"step": 122
},
{
"epoch": 1.6849315068493151,
"grad_norm": 0.468164324760437,
"learning_rate": 3.533749813077677e-05,
"loss": 0.7464,
"step": 123
},
{
"epoch": 1.6986301369863015,
"grad_norm": 0.5441304445266724,
"learning_rate": 3.4549150281252636e-05,
"loss": 0.912,
"step": 124
},
{
"epoch": 1.7123287671232876,
"grad_norm": 0.6000600457191467,
"learning_rate": 3.3765026539765834e-05,
"loss": 0.917,
"step": 125
},
{
"epoch": 1.726027397260274,
"grad_norm": 0.5635849237442017,
"learning_rate": 3.298534127791785e-05,
"loss": 0.7562,
"step": 126
},
{
"epoch": 1.7397260273972601,
"grad_norm": 0.7503162026405334,
"learning_rate": 3.221030765387417e-05,
"loss": 0.7748,
"step": 127
},
{
"epoch": 1.7534246575342465,
"grad_norm": 0.5164412260055542,
"learning_rate": 3.144013755408895e-05,
"loss": 0.9248,
"step": 128
},
{
"epoch": 1.7671232876712328,
"grad_norm": 0.5084578990936279,
"learning_rate": 3.0675041535377405e-05,
"loss": 0.8714,
"step": 129
},
{
"epoch": 1.7808219178082192,
"grad_norm": 0.4800652265548706,
"learning_rate": 2.991522876735154e-05,
"loss": 0.9039,
"step": 130
},
{
"epoch": 1.7945205479452055,
"grad_norm": 0.46519795060157776,
"learning_rate": 2.916090697523549e-05,
"loss": 0.8373,
"step": 131
},
{
"epoch": 1.808219178082192,
"grad_norm": 0.495684951543808,
"learning_rate": 2.8412282383075363e-05,
"loss": 0.9882,
"step": 132
},
{
"epoch": 1.821917808219178,
"grad_norm": 0.4558713436126709,
"learning_rate": 2.766955965735968e-05,
"loss": 0.8209,
"step": 133
},
{
"epoch": 1.8356164383561644,
"grad_norm": 0.45472729206085205,
"learning_rate": 2.693294185106562e-05,
"loss": 0.7999,
"step": 134
},
{
"epoch": 1.8493150684931505,
"grad_norm": 0.4365823268890381,
"learning_rate": 2.6202630348146324e-05,
"loss": 0.8152,
"step": 135
},
{
"epoch": 1.8630136986301369,
"grad_norm": 0.48378491401672363,
"learning_rate": 2.547882480847461e-05,
"loss": 0.8732,
"step": 136
},
{
"epoch": 1.8767123287671232,
"grad_norm": 0.4269355833530426,
"learning_rate": 2.476172311325783e-05,
"loss": 0.8344,
"step": 137
},
{
"epoch": 1.8904109589041096,
"grad_norm": 0.4657435119152069,
"learning_rate": 2.405152131093926e-05,
"loss": 0.8597,
"step": 138
},
{
"epoch": 1.904109589041096,
"grad_norm": 0.43430280685424805,
"learning_rate": 2.3348413563600325e-05,
"loss": 0.8464,
"step": 139
},
{
"epoch": 1.9178082191780823,
"grad_norm": 0.46137768030166626,
"learning_rate": 2.2652592093878666e-05,
"loss": 0.8788,
"step": 140
},
{
"epoch": 1.9315068493150684,
"grad_norm": 0.46057605743408203,
"learning_rate": 2.196424713241637e-05,
"loss": 0.8454,
"step": 141
},
{
"epoch": 1.9452054794520548,
"grad_norm": 0.45767173171043396,
"learning_rate": 2.128356686585282e-05,
"loss": 0.8869,
"step": 142
},
{
"epoch": 1.958904109589041,
"grad_norm": 0.6618921160697937,
"learning_rate": 2.061073738537635e-05,
"loss": 0.9462,
"step": 143
},
{
"epoch": 1.9726027397260273,
"grad_norm": 0.5900852084159851,
"learning_rate": 1.9945942635848748e-05,
"loss": 0.8091,
"step": 144
},
{
"epoch": 1.9863013698630136,
"grad_norm": 0.7364968657493591,
"learning_rate": 1.928936436551661e-05,
"loss": 0.7941,
"step": 145
},
{
"epoch": 2.0,
"grad_norm": 0.512842059135437,
"learning_rate": 1.8641182076323148e-05,
"loss": 0.8132,
"step": 146
},
{
"epoch": 2.0136986301369864,
"grad_norm": 0.42484575510025024,
"learning_rate": 1.800157297483417e-05,
"loss": 0.7998,
"step": 147
},
{
"epoch": 2.0273972602739727,
"grad_norm": 0.458027184009552,
"learning_rate": 1.7370711923791567e-05,
"loss": 0.8505,
"step": 148
},
{
"epoch": 2.041095890410959,
"grad_norm": 0.458528071641922,
"learning_rate": 1.6748771394307585e-05,
"loss": 0.8125,
"step": 149
},
{
"epoch": 2.0547945205479454,
"grad_norm": 0.45877528190612793,
"learning_rate": 1.6135921418712956e-05,
"loss": 0.7932,
"step": 150
},
{
"epoch": 2.0547945205479454,
"eval_loss": 0.8967676162719727,
"eval_runtime": 17.7245,
"eval_samples_per_second": 6.94,
"eval_steps_per_second": 1.749,
"step": 150
},
{
"epoch": 2.0684931506849313,
"grad_norm": 0.4684918224811554,
"learning_rate": 1.553232954407171e-05,
"loss": 0.9385,
"step": 151
},
{
"epoch": 2.0821917808219177,
"grad_norm": 0.4085583984851837,
"learning_rate": 1.4938160786375572e-05,
"loss": 0.8107,
"step": 152
},
{
"epoch": 2.095890410958904,
"grad_norm": 0.4363419711589813,
"learning_rate": 1.435357758543015e-05,
"loss": 0.8901,
"step": 153
},
{
"epoch": 2.1095890410958904,
"grad_norm": 0.4404650032520294,
"learning_rate": 1.3778739760445552e-05,
"loss": 0.8955,
"step": 154
},
{
"epoch": 2.1232876712328768,
"grad_norm": 0.40605801343917847,
"learning_rate": 1.3213804466343421e-05,
"loss": 0.7995,
"step": 155
},
{
"epoch": 2.136986301369863,
"grad_norm": 0.3902886211872101,
"learning_rate": 1.2658926150792322e-05,
"loss": 0.6817,
"step": 156
},
{
"epoch": 2.1506849315068495,
"grad_norm": 0.39264345169067383,
"learning_rate": 1.2114256511983274e-05,
"loss": 0.7877,
"step": 157
},
{
"epoch": 2.1643835616438354,
"grad_norm": 0.38682812452316284,
"learning_rate": 1.157994445715706e-05,
"loss": 0.7807,
"step": 158
},
{
"epoch": 2.1780821917808217,
"grad_norm": 0.4562668800354004,
"learning_rate": 1.1056136061894384e-05,
"loss": 0.8809,
"step": 159
},
{
"epoch": 2.191780821917808,
"grad_norm": 0.3981066048145294,
"learning_rate": 1.0542974530180327e-05,
"loss": 0.7346,
"step": 160
},
{
"epoch": 2.2054794520547945,
"grad_norm": 0.46391740441322327,
"learning_rate": 1.0040600155253765e-05,
"loss": 0.7966,
"step": 161
},
{
"epoch": 2.219178082191781,
"grad_norm": 0.5633515119552612,
"learning_rate": 9.549150281252633e-06,
"loss": 0.7696,
"step": 162
},
{
"epoch": 2.232876712328767,
"grad_norm": 0.5778986215591431,
"learning_rate": 9.068759265665384e-06,
"loss": 0.7406,
"step": 163
},
{
"epoch": 2.2465753424657535,
"grad_norm": 0.7640504837036133,
"learning_rate": 8.599558442598998e-06,
"loss": 0.6598,
"step": 164
},
{
"epoch": 2.26027397260274,
"grad_norm": 0.4655100703239441,
"learning_rate": 8.141676086873572e-06,
"loss": 0.775,
"step": 165
},
{
"epoch": 2.2739726027397262,
"grad_norm": 0.4217069149017334,
"learning_rate": 7.695237378953223e-06,
"loss": 0.7851,
"step": 166
},
{
"epoch": 2.287671232876712,
"grad_norm": 0.45443060994148254,
"learning_rate": 7.260364370723044e-06,
"loss": 0.8334,
"step": 167
},
{
"epoch": 2.3013698630136985,
"grad_norm": 0.4881836771965027,
"learning_rate": 6.837175952121306e-06,
"loss": 0.8109,
"step": 168
},
{
"epoch": 2.315068493150685,
"grad_norm": 0.3960385322570801,
"learning_rate": 6.425787818636131e-06,
"loss": 0.7021,
"step": 169
},
{
"epoch": 2.328767123287671,
"grad_norm": 0.4290691614151001,
"learning_rate": 6.026312439675552e-06,
"loss": 0.8202,
"step": 170
},
{
"epoch": 2.3424657534246576,
"grad_norm": 0.45308971405029297,
"learning_rate": 5.6388590278194096e-06,
"loss": 0.7751,
"step": 171
},
{
"epoch": 2.356164383561644,
"grad_norm": 0.4518820345401764,
"learning_rate": 5.263533508961827e-06,
"loss": 0.7705,
"step": 172
},
{
"epoch": 2.3698630136986303,
"grad_norm": 0.47027093172073364,
"learning_rate": 4.900438493352055e-06,
"loss": 0.8866,
"step": 173
},
{
"epoch": 2.383561643835616,
"grad_norm": 0.3881768584251404,
"learning_rate": 4.549673247541875e-06,
"loss": 0.7596,
"step": 174
},
{
"epoch": 2.3972602739726026,
"grad_norm": 0.4463714063167572,
"learning_rate": 4.2113336672471245e-06,
"loss": 0.8111,
"step": 175
},
{
"epoch": 2.410958904109589,
"grad_norm": 0.4486948549747467,
"learning_rate": 3.885512251130763e-06,
"loss": 0.8752,
"step": 176
},
{
"epoch": 2.4246575342465753,
"grad_norm": 0.4119676947593689,
"learning_rate": 3.5722980755146517e-06,
"loss": 0.6728,
"step": 177
},
{
"epoch": 2.4383561643835616,
"grad_norm": 0.6820387244224548,
"learning_rate": 3.271776770026963e-06,
"loss": 0.7223,
"step": 178
},
{
"epoch": 2.452054794520548,
"grad_norm": 0.4337317943572998,
"learning_rate": 2.9840304941919415e-06,
"loss": 0.743,
"step": 179
},
{
"epoch": 2.4657534246575343,
"grad_norm": 0.5609345436096191,
"learning_rate": 2.7091379149682685e-06,
"loss": 0.9684,
"step": 180
},
{
"epoch": 2.4794520547945207,
"grad_norm": 0.5748194456100464,
"learning_rate": 2.4471741852423237e-06,
"loss": 0.6644,
"step": 181
},
{
"epoch": 2.493150684931507,
"grad_norm": 0.7168641090393066,
"learning_rate": 2.1982109232821178e-06,
"loss": 0.6977,
"step": 182
},
{
"epoch": 2.506849315068493,
"grad_norm": 0.4464932978153229,
"learning_rate": 1.962316193157593e-06,
"loss": 0.8468,
"step": 183
},
{
"epoch": 2.5205479452054793,
"grad_norm": 0.39643359184265137,
"learning_rate": 1.7395544861325718e-06,
"loss": 0.7687,
"step": 184
},
{
"epoch": 2.5342465753424657,
"grad_norm": 0.39493218064308167,
"learning_rate": 1.5299867030334814e-06,
"loss": 0.8325,
"step": 185
},
{
"epoch": 2.547945205479452,
"grad_norm": 0.426866739988327,
"learning_rate": 1.333670137599713e-06,
"loss": 0.9032,
"step": 186
},
{
"epoch": 2.5616438356164384,
"grad_norm": 0.4211372137069702,
"learning_rate": 1.1506584608200367e-06,
"loss": 0.8924,
"step": 187
},
{
"epoch": 2.5753424657534247,
"grad_norm": 0.42485058307647705,
"learning_rate": 9.810017062595322e-07,
"loss": 0.857,
"step": 188
},
{
"epoch": 2.589041095890411,
"grad_norm": 0.396638423204422,
"learning_rate": 8.247462563808817e-07,
"loss": 0.7824,
"step": 189
},
{
"epoch": 2.602739726027397,
"grad_norm": 0.3970295190811157,
"learning_rate": 6.819348298638839e-07,
"loss": 0.8303,
"step": 190
},
{
"epoch": 2.616438356164384,
"grad_norm": 0.4068600833415985,
"learning_rate": 5.526064699265753e-07,
"loss": 0.766,
"step": 191
},
{
"epoch": 2.6301369863013697,
"grad_norm": 0.42520228028297424,
"learning_rate": 4.367965336512403e-07,
"loss": 0.7813,
"step": 192
},
{
"epoch": 2.643835616438356,
"grad_norm": 0.41068243980407715,
"learning_rate": 3.3453668231809286e-07,
"loss": 0.7711,
"step": 193
},
{
"epoch": 2.6575342465753424,
"grad_norm": 0.4389426112174988,
"learning_rate": 2.458548727494292e-07,
"loss": 0.8603,
"step": 194
},
{
"epoch": 2.671232876712329,
"grad_norm": 0.45316433906555176,
"learning_rate": 1.7077534966650766e-07,
"loss": 0.7813,
"step": 195
},
{
"epoch": 2.684931506849315,
"grad_norm": 0.44930869340896606,
"learning_rate": 1.0931863906127327e-07,
"loss": 0.6417,
"step": 196
},
{
"epoch": 2.6986301369863015,
"grad_norm": 0.47548985481262207,
"learning_rate": 6.150154258476315e-08,
"loss": 0.7268,
"step": 197
},
{
"epoch": 2.712328767123288,
"grad_norm": 0.46080678701400757,
"learning_rate": 2.7337132953697554e-08,
"loss": 0.6835,
"step": 198
},
{
"epoch": 2.7260273972602738,
"grad_norm": 0.5882464647293091,
"learning_rate": 6.834750376549792e-09,
"loss": 0.7656,
"step": 199
},
{
"epoch": 2.73972602739726,
"grad_norm": 0.6079519987106323,
"learning_rate": 0.0,
"loss": 0.6355,
"step": 200
},
{
"epoch": 2.73972602739726,
"eval_loss": 0.8852634429931641,
"eval_runtime": 17.6905,
"eval_samples_per_second": 6.953,
"eval_steps_per_second": 1.752,
"step": 200
}
],
"logging_steps": 1,
"max_steps": 200,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"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": 5.495599768849613e+17,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}