prxy5605's picture
Training in progress, step 200, checkpoint
2b82b7e verified
{
"best_metric": 1.257092833518982,
"best_model_checkpoint": "miner_id_24/checkpoint-200",
"epoch": 2.345029239766082,
"eval_steps": 50,
"global_step": 200,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.011695906432748537,
"grad_norm": 0.7432779669761658,
"learning_rate": 1e-05,
"loss": 5.6697,
"step": 1
},
{
"epoch": 0.011695906432748537,
"eval_loss": 1.4917855262756348,
"eval_runtime": 14.065,
"eval_samples_per_second": 10.238,
"eval_steps_per_second": 2.56,
"step": 1
},
{
"epoch": 0.023391812865497075,
"grad_norm": 0.7208809852600098,
"learning_rate": 2e-05,
"loss": 5.5813,
"step": 2
},
{
"epoch": 0.03508771929824561,
"grad_norm": 0.7191916108131409,
"learning_rate": 3e-05,
"loss": 5.5128,
"step": 3
},
{
"epoch": 0.04678362573099415,
"grad_norm": 0.6861053109169006,
"learning_rate": 4e-05,
"loss": 5.8694,
"step": 4
},
{
"epoch": 0.05847953216374269,
"grad_norm": 0.7745478749275208,
"learning_rate": 5e-05,
"loss": 5.3542,
"step": 5
},
{
"epoch": 0.07017543859649122,
"grad_norm": 0.6765620112419128,
"learning_rate": 6e-05,
"loss": 5.4969,
"step": 6
},
{
"epoch": 0.08187134502923976,
"grad_norm": 0.6339160203933716,
"learning_rate": 7e-05,
"loss": 6.0554,
"step": 7
},
{
"epoch": 0.0935672514619883,
"grad_norm": 0.787830114364624,
"learning_rate": 8e-05,
"loss": 6.1915,
"step": 8
},
{
"epoch": 0.10526315789473684,
"grad_norm": 1.064342737197876,
"learning_rate": 9e-05,
"loss": 6.4802,
"step": 9
},
{
"epoch": 0.11695906432748537,
"grad_norm": 0.8624706864356995,
"learning_rate": 0.0001,
"loss": 5.7992,
"step": 10
},
{
"epoch": 0.1286549707602339,
"grad_norm": 0.6974483132362366,
"learning_rate": 9.999316524962345e-05,
"loss": 5.3927,
"step": 11
},
{
"epoch": 0.14035087719298245,
"grad_norm": 0.8129259347915649,
"learning_rate": 9.997266286704631e-05,
"loss": 5.5676,
"step": 12
},
{
"epoch": 0.15204678362573099,
"grad_norm": 0.7599148154258728,
"learning_rate": 9.993849845741524e-05,
"loss": 5.6346,
"step": 13
},
{
"epoch": 0.16374269005847952,
"grad_norm": 0.8230239152908325,
"learning_rate": 9.989068136093873e-05,
"loss": 5.4399,
"step": 14
},
{
"epoch": 0.17543859649122806,
"grad_norm": 0.6070770025253296,
"learning_rate": 9.98292246503335e-05,
"loss": 5.6014,
"step": 15
},
{
"epoch": 0.1871345029239766,
"grad_norm": 0.6046319007873535,
"learning_rate": 9.975414512725057e-05,
"loss": 5.5709,
"step": 16
},
{
"epoch": 0.19883040935672514,
"grad_norm": 0.5819116234779358,
"learning_rate": 9.966546331768191e-05,
"loss": 5.7219,
"step": 17
},
{
"epoch": 0.21052631578947367,
"grad_norm": 0.6522576212882996,
"learning_rate": 9.956320346634876e-05,
"loss": 5.4101,
"step": 18
},
{
"epoch": 0.2222222222222222,
"grad_norm": 1.0478955507278442,
"learning_rate": 9.944739353007344e-05,
"loss": 5.244,
"step": 19
},
{
"epoch": 0.23391812865497075,
"grad_norm": 0.602959930896759,
"learning_rate": 9.931806517013612e-05,
"loss": 4.7152,
"step": 20
},
{
"epoch": 0.24561403508771928,
"grad_norm": 0.6481666564941406,
"learning_rate": 9.917525374361912e-05,
"loss": 4.919,
"step": 21
},
{
"epoch": 0.2573099415204678,
"grad_norm": 0.5746079683303833,
"learning_rate": 9.901899829374047e-05,
"loss": 4.9853,
"step": 22
},
{
"epoch": 0.26900584795321636,
"grad_norm": 0.5986230969429016,
"learning_rate": 9.884934153917997e-05,
"loss": 4.7646,
"step": 23
},
{
"epoch": 0.2807017543859649,
"grad_norm": 0.51701420545578,
"learning_rate": 9.86663298624003e-05,
"loss": 5.0542,
"step": 24
},
{
"epoch": 0.29239766081871343,
"grad_norm": 0.4578527510166168,
"learning_rate": 9.847001329696653e-05,
"loss": 5.2084,
"step": 25
},
{
"epoch": 0.30409356725146197,
"grad_norm": 0.5963104367256165,
"learning_rate": 9.826044551386744e-05,
"loss": 5.1664,
"step": 26
},
{
"epoch": 0.3157894736842105,
"grad_norm": 0.4963514804840088,
"learning_rate": 9.803768380684242e-05,
"loss": 5.229,
"step": 27
},
{
"epoch": 0.32748538011695905,
"grad_norm": 0.7828831076622009,
"learning_rate": 9.780178907671789e-05,
"loss": 5.2419,
"step": 28
},
{
"epoch": 0.3391812865497076,
"grad_norm": 0.5033621788024902,
"learning_rate": 9.755282581475769e-05,
"loss": 5.4469,
"step": 29
},
{
"epoch": 0.3508771929824561,
"grad_norm": 0.47355058789253235,
"learning_rate": 9.729086208503174e-05,
"loss": 4.9648,
"step": 30
},
{
"epoch": 0.36257309941520466,
"grad_norm": 0.515572190284729,
"learning_rate": 9.701596950580806e-05,
"loss": 5.4122,
"step": 31
},
{
"epoch": 0.3742690058479532,
"grad_norm": 0.5490233302116394,
"learning_rate": 9.672822322997305e-05,
"loss": 5.3553,
"step": 32
},
{
"epoch": 0.38596491228070173,
"grad_norm": 0.5334340333938599,
"learning_rate": 9.642770192448536e-05,
"loss": 4.8582,
"step": 33
},
{
"epoch": 0.39766081871345027,
"grad_norm": 0.6100642681121826,
"learning_rate": 9.611448774886924e-05,
"loss": 5.327,
"step": 34
},
{
"epoch": 0.4093567251461988,
"grad_norm": 0.5442097187042236,
"learning_rate": 9.578866633275288e-05,
"loss": 5.2261,
"step": 35
},
{
"epoch": 0.42105263157894735,
"grad_norm": 0.5721125602722168,
"learning_rate": 9.545032675245813e-05,
"loss": 5.1833,
"step": 36
},
{
"epoch": 0.4327485380116959,
"grad_norm": 0.6107903718948364,
"learning_rate": 9.509956150664796e-05,
"loss": 5.1851,
"step": 37
},
{
"epoch": 0.4444444444444444,
"grad_norm": 0.6423254013061523,
"learning_rate": 9.473646649103818e-05,
"loss": 4.7939,
"step": 38
},
{
"epoch": 0.45614035087719296,
"grad_norm": 0.9591628909111023,
"learning_rate": 9.43611409721806e-05,
"loss": 5.3958,
"step": 39
},
{
"epoch": 0.4678362573099415,
"grad_norm": 0.5825883746147156,
"learning_rate": 9.397368756032445e-05,
"loss": 4.7548,
"step": 40
},
{
"epoch": 0.47953216374269003,
"grad_norm": 0.622710108757019,
"learning_rate": 9.357421218136386e-05,
"loss": 5.1341,
"step": 41
},
{
"epoch": 0.49122807017543857,
"grad_norm": 0.6731835007667542,
"learning_rate": 9.316282404787871e-05,
"loss": 5.2531,
"step": 42
},
{
"epoch": 0.5029239766081871,
"grad_norm": 0.5775891542434692,
"learning_rate": 9.273963562927695e-05,
"loss": 4.906,
"step": 43
},
{
"epoch": 0.5146198830409356,
"grad_norm": 0.5359857082366943,
"learning_rate": 9.230476262104677e-05,
"loss": 5.0036,
"step": 44
},
{
"epoch": 0.5263157894736842,
"grad_norm": 0.5207698345184326,
"learning_rate": 9.185832391312644e-05,
"loss": 4.7729,
"step": 45
},
{
"epoch": 0.5380116959064327,
"grad_norm": 0.5065916776657104,
"learning_rate": 9.140044155740101e-05,
"loss": 5.2115,
"step": 46
},
{
"epoch": 0.5497076023391813,
"grad_norm": 0.4974070191383362,
"learning_rate": 9.093124073433463e-05,
"loss": 5.0765,
"step": 47
},
{
"epoch": 0.5614035087719298,
"grad_norm": 0.8208938837051392,
"learning_rate": 9.045084971874738e-05,
"loss": 5.286,
"step": 48
},
{
"epoch": 0.5730994152046783,
"grad_norm": 0.567413866519928,
"learning_rate": 8.995939984474624e-05,
"loss": 5.2909,
"step": 49
},
{
"epoch": 0.5847953216374269,
"grad_norm": 0.5367448329925537,
"learning_rate": 8.945702546981969e-05,
"loss": 5.1381,
"step": 50
},
{
"epoch": 0.5847953216374269,
"eval_loss": 1.323288083076477,
"eval_runtime": 14.2826,
"eval_samples_per_second": 10.082,
"eval_steps_per_second": 2.521,
"step": 50
},
{
"epoch": 0.5964912280701754,
"grad_norm": 0.6580852270126343,
"learning_rate": 8.894386393810563e-05,
"loss": 4.9489,
"step": 51
},
{
"epoch": 0.6081871345029239,
"grad_norm": 0.5204082727432251,
"learning_rate": 8.842005554284296e-05,
"loss": 5.0322,
"step": 52
},
{
"epoch": 0.6198830409356725,
"grad_norm": 0.5475398898124695,
"learning_rate": 8.788574348801675e-05,
"loss": 5.074,
"step": 53
},
{
"epoch": 0.631578947368421,
"grad_norm": 0.5349409580230713,
"learning_rate": 8.73410738492077e-05,
"loss": 5.1456,
"step": 54
},
{
"epoch": 0.6432748538011696,
"grad_norm": 0.6114522814750671,
"learning_rate": 8.678619553365659e-05,
"loss": 4.7651,
"step": 55
},
{
"epoch": 0.6549707602339181,
"grad_norm": 0.5422197580337524,
"learning_rate": 8.622126023955446e-05,
"loss": 5.2278,
"step": 56
},
{
"epoch": 0.6666666666666666,
"grad_norm": 0.7123456001281738,
"learning_rate": 8.564642241456986e-05,
"loss": 5.3771,
"step": 57
},
{
"epoch": 0.6783625730994152,
"grad_norm": 0.7903186082839966,
"learning_rate": 8.506183921362443e-05,
"loss": 5.0217,
"step": 58
},
{
"epoch": 0.6900584795321637,
"grad_norm": 0.6229669451713562,
"learning_rate": 8.44676704559283e-05,
"loss": 4.7591,
"step": 59
},
{
"epoch": 0.7017543859649122,
"grad_norm": 0.637251079082489,
"learning_rate": 8.386407858128706e-05,
"loss": 5.1638,
"step": 60
},
{
"epoch": 0.7134502923976608,
"grad_norm": 0.7046337127685547,
"learning_rate": 8.32512286056924e-05,
"loss": 5.4028,
"step": 61
},
{
"epoch": 0.7251461988304093,
"grad_norm": 0.6663981676101685,
"learning_rate": 8.262928807620843e-05,
"loss": 4.5089,
"step": 62
},
{
"epoch": 0.7368421052631579,
"grad_norm": 0.6950377225875854,
"learning_rate": 8.199842702516583e-05,
"loss": 4.7752,
"step": 63
},
{
"epoch": 0.7485380116959064,
"grad_norm": 0.5766004323959351,
"learning_rate": 8.135881792367686e-05,
"loss": 5.2349,
"step": 64
},
{
"epoch": 0.7602339181286549,
"grad_norm": 0.5690869092941284,
"learning_rate": 8.07106356344834e-05,
"loss": 5.4043,
"step": 65
},
{
"epoch": 0.7719298245614035,
"grad_norm": 0.5272654891014099,
"learning_rate": 8.005405736415126e-05,
"loss": 4.848,
"step": 66
},
{
"epoch": 0.783625730994152,
"grad_norm": 0.5626436471939087,
"learning_rate": 7.938926261462366e-05,
"loss": 5.0628,
"step": 67
},
{
"epoch": 0.7953216374269005,
"grad_norm": 0.4988678991794586,
"learning_rate": 7.871643313414718e-05,
"loss": 5.1741,
"step": 68
},
{
"epoch": 0.8070175438596491,
"grad_norm": 0.6162065863609314,
"learning_rate": 7.803575286758364e-05,
"loss": 4.7162,
"step": 69
},
{
"epoch": 0.8187134502923976,
"grad_norm": 0.5828086733818054,
"learning_rate": 7.734740790612136e-05,
"loss": 5.4411,
"step": 70
},
{
"epoch": 0.8304093567251462,
"grad_norm": 0.6132132411003113,
"learning_rate": 7.66515864363997e-05,
"loss": 5.245,
"step": 71
},
{
"epoch": 0.8421052631578947,
"grad_norm": 0.5989595055580139,
"learning_rate": 7.594847868906076e-05,
"loss": 5.5671,
"step": 72
},
{
"epoch": 0.8538011695906432,
"grad_norm": 0.6122727394104004,
"learning_rate": 7.52382768867422e-05,
"loss": 4.652,
"step": 73
},
{
"epoch": 0.8654970760233918,
"grad_norm": 0.5506373643875122,
"learning_rate": 7.452117519152542e-05,
"loss": 4.8493,
"step": 74
},
{
"epoch": 0.8771929824561403,
"grad_norm": 0.5534459948539734,
"learning_rate": 7.379736965185368e-05,
"loss": 4.7269,
"step": 75
},
{
"epoch": 0.8888888888888888,
"grad_norm": 0.5943086743354797,
"learning_rate": 7.30670581489344e-05,
"loss": 5.0294,
"step": 76
},
{
"epoch": 0.9005847953216374,
"grad_norm": 0.6175689101219177,
"learning_rate": 7.233044034264034e-05,
"loss": 5.3012,
"step": 77
},
{
"epoch": 0.9122807017543859,
"grad_norm": 0.5720868110656738,
"learning_rate": 7.158771761692464e-05,
"loss": 5.0087,
"step": 78
},
{
"epoch": 0.9239766081871345,
"grad_norm": 1.8394052982330322,
"learning_rate": 7.083909302476453e-05,
"loss": 5.3475,
"step": 79
},
{
"epoch": 0.935672514619883,
"grad_norm": 0.6584748029708862,
"learning_rate": 7.008477123264848e-05,
"loss": 5.4526,
"step": 80
},
{
"epoch": 0.9473684210526315,
"grad_norm": 0.6851667761802673,
"learning_rate": 6.932495846462261e-05,
"loss": 5.0865,
"step": 81
},
{
"epoch": 0.9590643274853801,
"grad_norm": 1.1946464776992798,
"learning_rate": 6.855986244591104e-05,
"loss": 4.347,
"step": 82
},
{
"epoch": 0.9707602339181286,
"grad_norm": 0.8016842007637024,
"learning_rate": 6.778969234612584e-05,
"loss": 4.6189,
"step": 83
},
{
"epoch": 0.9824561403508771,
"grad_norm": 0.7933606505393982,
"learning_rate": 6.701465872208216e-05,
"loss": 4.5684,
"step": 84
},
{
"epoch": 0.9941520467836257,
"grad_norm": 0.5581173300743103,
"learning_rate": 6.623497346023418e-05,
"loss": 5.4069,
"step": 85
},
{
"epoch": 1.0087719298245614,
"grad_norm": 0.5724794268608093,
"learning_rate": 6.545084971874738e-05,
"loss": 4.5882,
"step": 86
},
{
"epoch": 1.0204678362573099,
"grad_norm": 0.573429524898529,
"learning_rate": 6.466250186922325e-05,
"loss": 5.1707,
"step": 87
},
{
"epoch": 1.0321637426900585,
"grad_norm": 0.5287179350852966,
"learning_rate": 6.387014543809223e-05,
"loss": 4.8823,
"step": 88
},
{
"epoch": 1.043859649122807,
"grad_norm": 0.5025233626365662,
"learning_rate": 6.307399704769099e-05,
"loss": 4.5625,
"step": 89
},
{
"epoch": 1.0555555555555556,
"grad_norm": 0.514818549156189,
"learning_rate": 6.227427435703997e-05,
"loss": 4.73,
"step": 90
},
{
"epoch": 1.067251461988304,
"grad_norm": 0.5340942144393921,
"learning_rate": 6.147119600233758e-05,
"loss": 4.8756,
"step": 91
},
{
"epoch": 1.0789473684210527,
"grad_norm": 0.6041892170906067,
"learning_rate": 6.066498153718735e-05,
"loss": 5.2854,
"step": 92
},
{
"epoch": 1.090643274853801,
"grad_norm": 0.7493144869804382,
"learning_rate": 5.985585137257401e-05,
"loss": 5.3384,
"step": 93
},
{
"epoch": 1.1023391812865497,
"grad_norm": 0.5995897054672241,
"learning_rate": 5.90440267166055e-05,
"loss": 5.5511,
"step": 94
},
{
"epoch": 1.1140350877192982,
"grad_norm": 0.618107259273529,
"learning_rate": 5.8229729514036705e-05,
"loss": 4.8538,
"step": 95
},
{
"epoch": 1.1257309941520468,
"grad_norm": 0.9848514199256897,
"learning_rate": 5.74131823855921e-05,
"loss": 4.8317,
"step": 96
},
{
"epoch": 1.1374269005847952,
"grad_norm": 0.6017423868179321,
"learning_rate": 5.6594608567103456e-05,
"loss": 4.3356,
"step": 97
},
{
"epoch": 1.1491228070175439,
"grad_norm": 0.6649016737937927,
"learning_rate": 5.577423184847932e-05,
"loss": 4.9057,
"step": 98
},
{
"epoch": 1.1608187134502923,
"grad_norm": 0.682602047920227,
"learning_rate": 5.495227651252315e-05,
"loss": 5.3497,
"step": 99
},
{
"epoch": 1.172514619883041,
"grad_norm": 0.8660184741020203,
"learning_rate": 5.4128967273616625e-05,
"loss": 5.1194,
"step": 100
},
{
"epoch": 1.172514619883041,
"eval_loss": 1.2805209159851074,
"eval_runtime": 14.2582,
"eval_samples_per_second": 10.099,
"eval_steps_per_second": 2.525,
"step": 100
},
{
"epoch": 1.1842105263157894,
"grad_norm": 1.3263887166976929,
"learning_rate": 5.330452921628497e-05,
"loss": 5.1145,
"step": 101
},
{
"epoch": 1.195906432748538,
"grad_norm": 0.7568484544754028,
"learning_rate": 5.247918773366112e-05,
"loss": 4.7292,
"step": 102
},
{
"epoch": 1.2076023391812865,
"grad_norm": 0.7868157029151917,
"learning_rate": 5.165316846586541e-05,
"loss": 4.9724,
"step": 103
},
{
"epoch": 1.219298245614035,
"grad_norm": 0.8283912539482117,
"learning_rate": 5.0826697238317935e-05,
"loss": 4.5678,
"step": 104
},
{
"epoch": 1.2309941520467835,
"grad_norm": 0.7498999238014221,
"learning_rate": 5e-05,
"loss": 5.1414,
"step": 105
},
{
"epoch": 1.2426900584795322,
"grad_norm": 0.7905023097991943,
"learning_rate": 4.917330276168208e-05,
"loss": 4.3368,
"step": 106
},
{
"epoch": 1.2543859649122808,
"grad_norm": 0.6527309417724609,
"learning_rate": 4.834683153413459e-05,
"loss": 4.9133,
"step": 107
},
{
"epoch": 1.2660818713450293,
"grad_norm": 0.6032450199127197,
"learning_rate": 4.7520812266338885e-05,
"loss": 4.579,
"step": 108
},
{
"epoch": 1.2777777777777777,
"grad_norm": 0.6000065207481384,
"learning_rate": 4.669547078371504e-05,
"loss": 4.4797,
"step": 109
},
{
"epoch": 1.2894736842105263,
"grad_norm": 0.6161346435546875,
"learning_rate": 4.5871032726383386e-05,
"loss": 5.2997,
"step": 110
},
{
"epoch": 1.301169590643275,
"grad_norm": 0.6743441224098206,
"learning_rate": 4.504772348747687e-05,
"loss": 4.7612,
"step": 111
},
{
"epoch": 1.3128654970760234,
"grad_norm": 0.6210641860961914,
"learning_rate": 4.4225768151520694e-05,
"loss": 4.8589,
"step": 112
},
{
"epoch": 1.3245614035087718,
"grad_norm": 0.7048709988594055,
"learning_rate": 4.3405391432896555e-05,
"loss": 5.5511,
"step": 113
},
{
"epoch": 1.3362573099415205,
"grad_norm": 0.690811812877655,
"learning_rate": 4.2586817614407895e-05,
"loss": 4.4486,
"step": 114
},
{
"epoch": 1.3479532163742691,
"grad_norm": 0.7149151563644409,
"learning_rate": 4.17702704859633e-05,
"loss": 4.888,
"step": 115
},
{
"epoch": 1.3596491228070176,
"grad_norm": 0.6492061614990234,
"learning_rate": 4.095597328339452e-05,
"loss": 5.1674,
"step": 116
},
{
"epoch": 1.371345029239766,
"grad_norm": 0.6934666633605957,
"learning_rate": 4.0144148627425993e-05,
"loss": 4.7724,
"step": 117
},
{
"epoch": 1.3830409356725146,
"grad_norm": 0.6952803134918213,
"learning_rate": 3.933501846281267e-05,
"loss": 4.8122,
"step": 118
},
{
"epoch": 1.3947368421052633,
"grad_norm": 0.7041831016540527,
"learning_rate": 3.852880399766243e-05,
"loss": 4.9574,
"step": 119
},
{
"epoch": 1.4064327485380117,
"grad_norm": 0.7406746745109558,
"learning_rate": 3.772572564296005e-05,
"loss": 4.6055,
"step": 120
},
{
"epoch": 1.4181286549707601,
"grad_norm": 0.7634146809577942,
"learning_rate": 3.6926002952309016e-05,
"loss": 4.9763,
"step": 121
},
{
"epoch": 1.4298245614035088,
"grad_norm": 0.8683531284332275,
"learning_rate": 3.612985456190778e-05,
"loss": 4.6887,
"step": 122
},
{
"epoch": 1.4415204678362574,
"grad_norm": 0.7926579713821411,
"learning_rate": 3.533749813077677e-05,
"loss": 5.0066,
"step": 123
},
{
"epoch": 1.4532163742690059,
"grad_norm": 0.8141331672668457,
"learning_rate": 3.4549150281252636e-05,
"loss": 4.7194,
"step": 124
},
{
"epoch": 1.4649122807017543,
"grad_norm": 0.7802368998527527,
"learning_rate": 3.3765026539765834e-05,
"loss": 3.9383,
"step": 125
},
{
"epoch": 1.476608187134503,
"grad_norm": 0.8326878547668457,
"learning_rate": 3.298534127791785e-05,
"loss": 4.421,
"step": 126
},
{
"epoch": 1.4883040935672516,
"grad_norm": 0.8888916969299316,
"learning_rate": 3.221030765387417e-05,
"loss": 4.3634,
"step": 127
},
{
"epoch": 1.5,
"grad_norm": 0.7237643599510193,
"learning_rate": 3.144013755408895e-05,
"loss": 4.7557,
"step": 128
},
{
"epoch": 1.5116959064327484,
"grad_norm": 0.6778761744499207,
"learning_rate": 3.0675041535377405e-05,
"loss": 4.5118,
"step": 129
},
{
"epoch": 1.523391812865497,
"grad_norm": 0.7118635773658752,
"learning_rate": 2.991522876735154e-05,
"loss": 5.1603,
"step": 130
},
{
"epoch": 1.5350877192982457,
"grad_norm": 0.685716450214386,
"learning_rate": 2.916090697523549e-05,
"loss": 4.7323,
"step": 131
},
{
"epoch": 1.5467836257309941,
"grad_norm": 0.8787785172462463,
"learning_rate": 2.8412282383075363e-05,
"loss": 4.9417,
"step": 132
},
{
"epoch": 1.5584795321637426,
"grad_norm": 0.7456165552139282,
"learning_rate": 2.766955965735968e-05,
"loss": 4.9567,
"step": 133
},
{
"epoch": 1.5701754385964912,
"grad_norm": 0.6835184097290039,
"learning_rate": 2.693294185106562e-05,
"loss": 4.5495,
"step": 134
},
{
"epoch": 1.5818713450292399,
"grad_norm": 0.6832260489463806,
"learning_rate": 2.6202630348146324e-05,
"loss": 4.9867,
"step": 135
},
{
"epoch": 1.5935672514619883,
"grad_norm": 0.7048373818397522,
"learning_rate": 2.547882480847461e-05,
"loss": 5.1378,
"step": 136
},
{
"epoch": 1.6052631578947367,
"grad_norm": 0.7293301224708557,
"learning_rate": 2.476172311325783e-05,
"loss": 4.7399,
"step": 137
},
{
"epoch": 1.6169590643274854,
"grad_norm": 0.6833894848823547,
"learning_rate": 2.405152131093926e-05,
"loss": 5.0154,
"step": 138
},
{
"epoch": 1.628654970760234,
"grad_norm": 0.7147215008735657,
"learning_rate": 2.3348413563600325e-05,
"loss": 4.7814,
"step": 139
},
{
"epoch": 1.6403508771929824,
"grad_norm": 0.7362138032913208,
"learning_rate": 2.2652592093878666e-05,
"loss": 4.9131,
"step": 140
},
{
"epoch": 1.6520467836257309,
"grad_norm": 0.7377339005470276,
"learning_rate": 2.196424713241637e-05,
"loss": 4.7527,
"step": 141
},
{
"epoch": 1.6637426900584795,
"grad_norm": 0.7660468220710754,
"learning_rate": 2.128356686585282e-05,
"loss": 4.462,
"step": 142
},
{
"epoch": 1.6754385964912282,
"grad_norm": 0.7579042315483093,
"learning_rate": 2.061073738537635e-05,
"loss": 4.8809,
"step": 143
},
{
"epoch": 1.6871345029239766,
"grad_norm": 0.7728883028030396,
"learning_rate": 1.9945942635848748e-05,
"loss": 4.9308,
"step": 144
},
{
"epoch": 1.698830409356725,
"grad_norm": 0.7957561612129211,
"learning_rate": 1.928936436551661e-05,
"loss": 4.9666,
"step": 145
},
{
"epoch": 1.7105263157894737,
"grad_norm": 0.8299893140792847,
"learning_rate": 1.8641182076323148e-05,
"loss": 4.5053,
"step": 146
},
{
"epoch": 1.7222222222222223,
"grad_norm": 0.8418483734130859,
"learning_rate": 1.800157297483417e-05,
"loss": 4.1139,
"step": 147
},
{
"epoch": 1.7339181286549707,
"grad_norm": 0.8716121315956116,
"learning_rate": 1.7370711923791567e-05,
"loss": 3.5639,
"step": 148
},
{
"epoch": 1.7456140350877192,
"grad_norm": 0.7277250289916992,
"learning_rate": 1.6748771394307585e-05,
"loss": 4.8218,
"step": 149
},
{
"epoch": 1.7573099415204678,
"grad_norm": 0.7173898220062256,
"learning_rate": 1.6135921418712956e-05,
"loss": 4.4455,
"step": 150
},
{
"epoch": 1.7573099415204678,
"eval_loss": 1.2639923095703125,
"eval_runtime": 14.2483,
"eval_samples_per_second": 10.106,
"eval_steps_per_second": 2.527,
"step": 150
},
{
"epoch": 1.7690058479532165,
"grad_norm": 0.899341881275177,
"learning_rate": 1.553232954407171e-05,
"loss": 4.2755,
"step": 151
},
{
"epoch": 1.780701754385965,
"grad_norm": 0.6698784828186035,
"learning_rate": 1.4938160786375572e-05,
"loss": 4.3786,
"step": 152
},
{
"epoch": 1.7923976608187133,
"grad_norm": 0.7427481412887573,
"learning_rate": 1.435357758543015e-05,
"loss": 5.1591,
"step": 153
},
{
"epoch": 1.804093567251462,
"grad_norm": 0.6991140842437744,
"learning_rate": 1.3778739760445552e-05,
"loss": 4.6719,
"step": 154
},
{
"epoch": 1.8157894736842106,
"grad_norm": 0.6866679787635803,
"learning_rate": 1.3213804466343421e-05,
"loss": 4.7145,
"step": 155
},
{
"epoch": 1.827485380116959,
"grad_norm": 0.6441006064414978,
"learning_rate": 1.2658926150792322e-05,
"loss": 4.4043,
"step": 156
},
{
"epoch": 1.8391812865497075,
"grad_norm": 0.6817840933799744,
"learning_rate": 1.2114256511983274e-05,
"loss": 4.8823,
"step": 157
},
{
"epoch": 1.8508771929824561,
"grad_norm": 0.7140611410140991,
"learning_rate": 1.157994445715706e-05,
"loss": 4.728,
"step": 158
},
{
"epoch": 1.8625730994152048,
"grad_norm": 0.7639045119285583,
"learning_rate": 1.1056136061894384e-05,
"loss": 4.7192,
"step": 159
},
{
"epoch": 1.8742690058479532,
"grad_norm": 0.7013947367668152,
"learning_rate": 1.0542974530180327e-05,
"loss": 4.5624,
"step": 160
},
{
"epoch": 1.8859649122807016,
"grad_norm": 0.7424225211143494,
"learning_rate": 1.0040600155253765e-05,
"loss": 4.2048,
"step": 161
},
{
"epoch": 1.8976608187134503,
"grad_norm": 0.7256579995155334,
"learning_rate": 9.549150281252633e-06,
"loss": 4.6092,
"step": 162
},
{
"epoch": 1.909356725146199,
"grad_norm": 0.8256704807281494,
"learning_rate": 9.068759265665384e-06,
"loss": 4.4324,
"step": 163
},
{
"epoch": 1.9210526315789473,
"grad_norm": 0.8200169205665588,
"learning_rate": 8.599558442598998e-06,
"loss": 5.0588,
"step": 164
},
{
"epoch": 1.9327485380116958,
"grad_norm": 0.7896498441696167,
"learning_rate": 8.141676086873572e-06,
"loss": 4.2785,
"step": 165
},
{
"epoch": 1.9444444444444444,
"grad_norm": 0.8187960982322693,
"learning_rate": 7.695237378953223e-06,
"loss": 4.645,
"step": 166
},
{
"epoch": 1.956140350877193,
"grad_norm": 0.8252620697021484,
"learning_rate": 7.260364370723044e-06,
"loss": 4.629,
"step": 167
},
{
"epoch": 1.9678362573099415,
"grad_norm": 0.9667232036590576,
"learning_rate": 6.837175952121306e-06,
"loss": 4.2799,
"step": 168
},
{
"epoch": 1.97953216374269,
"grad_norm": 0.954495906829834,
"learning_rate": 6.425787818636131e-06,
"loss": 4.5271,
"step": 169
},
{
"epoch": 1.9912280701754386,
"grad_norm": 0.7367401719093323,
"learning_rate": 6.026312439675552e-06,
"loss": 4.8202,
"step": 170
},
{
"epoch": 2.0058479532163744,
"grad_norm": 0.8099879622459412,
"learning_rate": 5.6388590278194096e-06,
"loss": 4.936,
"step": 171
},
{
"epoch": 2.017543859649123,
"grad_norm": 0.5857845544815063,
"learning_rate": 5.263533508961827e-06,
"loss": 4.2838,
"step": 172
},
{
"epoch": 2.0292397660818713,
"grad_norm": 0.6351048946380615,
"learning_rate": 4.900438493352055e-06,
"loss": 4.6657,
"step": 173
},
{
"epoch": 2.0409356725146197,
"grad_norm": 0.6121008396148682,
"learning_rate": 4.549673247541875e-06,
"loss": 4.483,
"step": 174
},
{
"epoch": 2.0526315789473686,
"grad_norm": 0.6245721578598022,
"learning_rate": 4.2113336672471245e-06,
"loss": 4.714,
"step": 175
},
{
"epoch": 2.064327485380117,
"grad_norm": 0.6177881360054016,
"learning_rate": 3.885512251130763e-06,
"loss": 4.5448,
"step": 176
},
{
"epoch": 2.0760233918128654,
"grad_norm": 0.6620082259178162,
"learning_rate": 3.5722980755146517e-06,
"loss": 5.0884,
"step": 177
},
{
"epoch": 2.087719298245614,
"grad_norm": 0.6682341694831848,
"learning_rate": 3.271776770026963e-06,
"loss": 4.7471,
"step": 178
},
{
"epoch": 2.0994152046783627,
"grad_norm": 0.7520459294319153,
"learning_rate": 2.9840304941919415e-06,
"loss": 5.2967,
"step": 179
},
{
"epoch": 2.111111111111111,
"grad_norm": 0.7431067228317261,
"learning_rate": 2.7091379149682685e-06,
"loss": 5.3128,
"step": 180
},
{
"epoch": 2.1228070175438596,
"grad_norm": 0.742266833782196,
"learning_rate": 2.4471741852423237e-06,
"loss": 5.0478,
"step": 181
},
{
"epoch": 2.134502923976608,
"grad_norm": 0.6587474942207336,
"learning_rate": 2.1982109232821178e-06,
"loss": 4.351,
"step": 182
},
{
"epoch": 2.146198830409357,
"grad_norm": 0.7246972918510437,
"learning_rate": 1.962316193157593e-06,
"loss": 4.4303,
"step": 183
},
{
"epoch": 2.1578947368421053,
"grad_norm": 0.7119033932685852,
"learning_rate": 1.7395544861325718e-06,
"loss": 4.1313,
"step": 184
},
{
"epoch": 2.1695906432748537,
"grad_norm": 0.8276904821395874,
"learning_rate": 1.5299867030334814e-06,
"loss": 4.4922,
"step": 185
},
{
"epoch": 2.181286549707602,
"grad_norm": 0.7426488995552063,
"learning_rate": 1.333670137599713e-06,
"loss": 4.4075,
"step": 186
},
{
"epoch": 2.192982456140351,
"grad_norm": 0.8933841586112976,
"learning_rate": 1.1506584608200367e-06,
"loss": 4.6855,
"step": 187
},
{
"epoch": 2.2046783625730995,
"grad_norm": 0.8134186863899231,
"learning_rate": 9.810017062595322e-07,
"loss": 5.0226,
"step": 188
},
{
"epoch": 2.216374269005848,
"grad_norm": 0.8100214600563049,
"learning_rate": 8.247462563808817e-07,
"loss": 4.7842,
"step": 189
},
{
"epoch": 2.2280701754385963,
"grad_norm": 3.2747926712036133,
"learning_rate": 6.819348298638839e-07,
"loss": 4.2482,
"step": 190
},
{
"epoch": 2.239766081871345,
"grad_norm": 0.852902889251709,
"learning_rate": 5.526064699265753e-07,
"loss": 4.1164,
"step": 191
},
{
"epoch": 2.2514619883040936,
"grad_norm": 0.7660697102546692,
"learning_rate": 4.367965336512403e-07,
"loss": 4.6685,
"step": 192
},
{
"epoch": 2.263157894736842,
"grad_norm": 0.5799196362495422,
"learning_rate": 3.3453668231809286e-07,
"loss": 4.5511,
"step": 193
},
{
"epoch": 2.2748538011695905,
"grad_norm": 0.7791092395782471,
"learning_rate": 2.458548727494292e-07,
"loss": 4.755,
"step": 194
},
{
"epoch": 2.2865497076023393,
"grad_norm": 0.6427508592605591,
"learning_rate": 1.7077534966650766e-07,
"loss": 4.4126,
"step": 195
},
{
"epoch": 2.2982456140350878,
"grad_norm": 0.6345090866088867,
"learning_rate": 1.0931863906127327e-07,
"loss": 4.191,
"step": 196
},
{
"epoch": 2.309941520467836,
"grad_norm": 0.6280609965324402,
"learning_rate": 6.150154258476315e-08,
"loss": 4.7681,
"step": 197
},
{
"epoch": 2.3216374269005846,
"grad_norm": 0.6592674255371094,
"learning_rate": 2.7337132953697554e-08,
"loss": 4.8152,
"step": 198
},
{
"epoch": 2.3333333333333335,
"grad_norm": 0.6667617559432983,
"learning_rate": 6.834750376549792e-09,
"loss": 4.7783,
"step": 199
},
{
"epoch": 2.345029239766082,
"grad_norm": 0.6581698656082153,
"learning_rate": 0.0,
"loss": 4.4587,
"step": 200
},
{
"epoch": 2.345029239766082,
"eval_loss": 1.257092833518982,
"eval_runtime": 14.2489,
"eval_samples_per_second": 10.106,
"eval_steps_per_second": 2.527,
"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": 3.021563448262656e+17,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}