aleegis11's picture
Training in progress, step 200, checkpoint
a168a63 verified
{
"best_metric": 2.4192488193511963,
"best_model_checkpoint": "miner_id_24/checkpoint-200",
"epoch": 1.9002375296912115,
"eval_steps": 50,
"global_step": 200,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.009501187648456057,
"grad_norm": 19.052827835083008,
"learning_rate": 1e-05,
"loss": 9.9265,
"step": 1
},
{
"epoch": 0.009501187648456057,
"eval_loss": 2.819766044616699,
"eval_runtime": 2.2024,
"eval_samples_per_second": 80.823,
"eval_steps_per_second": 20.433,
"step": 1
},
{
"epoch": 0.019002375296912115,
"grad_norm": 22.11795425415039,
"learning_rate": 2e-05,
"loss": 10.3355,
"step": 2
},
{
"epoch": 0.028503562945368172,
"grad_norm": 23.46179962158203,
"learning_rate": 3e-05,
"loss": 10.0643,
"step": 3
},
{
"epoch": 0.03800475059382423,
"grad_norm": 25.683902740478516,
"learning_rate": 4e-05,
"loss": 10.0876,
"step": 4
},
{
"epoch": 0.047505938242280284,
"grad_norm": 28.117198944091797,
"learning_rate": 5e-05,
"loss": 10.5635,
"step": 5
},
{
"epoch": 0.057007125890736345,
"grad_norm": 29.595441818237305,
"learning_rate": 6e-05,
"loss": 10.2137,
"step": 6
},
{
"epoch": 0.0665083135391924,
"grad_norm": 31.624820709228516,
"learning_rate": 7e-05,
"loss": 10.1075,
"step": 7
},
{
"epoch": 0.07600950118764846,
"grad_norm": 35.10360336303711,
"learning_rate": 8e-05,
"loss": 9.9741,
"step": 8
},
{
"epoch": 0.0855106888361045,
"grad_norm": 30.275375366210938,
"learning_rate": 9e-05,
"loss": 10.0326,
"step": 9
},
{
"epoch": 0.09501187648456057,
"grad_norm": 42.54201889038086,
"learning_rate": 0.0001,
"loss": 10.1282,
"step": 10
},
{
"epoch": 0.10451306413301663,
"grad_norm": 38.00617599487305,
"learning_rate": 9.999316524962345e-05,
"loss": 10.0324,
"step": 11
},
{
"epoch": 0.11401425178147269,
"grad_norm": 43.97023391723633,
"learning_rate": 9.997266286704631e-05,
"loss": 10.1721,
"step": 12
},
{
"epoch": 0.12351543942992874,
"grad_norm": 43.446868896484375,
"learning_rate": 9.993849845741524e-05,
"loss": 9.9704,
"step": 13
},
{
"epoch": 0.1330166270783848,
"grad_norm": 41.41438293457031,
"learning_rate": 9.989068136093873e-05,
"loss": 9.1132,
"step": 14
},
{
"epoch": 0.14251781472684086,
"grad_norm": 54.14292907714844,
"learning_rate": 9.98292246503335e-05,
"loss": 10.735,
"step": 15
},
{
"epoch": 0.15201900237529692,
"grad_norm": 59.9361572265625,
"learning_rate": 9.975414512725057e-05,
"loss": 10.8552,
"step": 16
},
{
"epoch": 0.16152019002375298,
"grad_norm": 65.35136413574219,
"learning_rate": 9.966546331768191e-05,
"loss": 11.5271,
"step": 17
},
{
"epoch": 0.171021377672209,
"grad_norm": 60.65117645263672,
"learning_rate": 9.956320346634876e-05,
"loss": 10.6617,
"step": 18
},
{
"epoch": 0.18052256532066507,
"grad_norm": 66.33427429199219,
"learning_rate": 9.944739353007344e-05,
"loss": 10.5953,
"step": 19
},
{
"epoch": 0.19002375296912113,
"grad_norm": 78.8612289428711,
"learning_rate": 9.931806517013612e-05,
"loss": 11.4295,
"step": 20
},
{
"epoch": 0.1995249406175772,
"grad_norm": 81.67987823486328,
"learning_rate": 9.917525374361912e-05,
"loss": 11.7918,
"step": 21
},
{
"epoch": 0.20902612826603326,
"grad_norm": 82.05351257324219,
"learning_rate": 9.901899829374047e-05,
"loss": 11.693,
"step": 22
},
{
"epoch": 0.21852731591448932,
"grad_norm": 72.68646240234375,
"learning_rate": 9.884934153917997e-05,
"loss": 11.4251,
"step": 23
},
{
"epoch": 0.22802850356294538,
"grad_norm": 116.53019714355469,
"learning_rate": 9.86663298624003e-05,
"loss": 12.0219,
"step": 24
},
{
"epoch": 0.2375296912114014,
"grad_norm": 91.26791381835938,
"learning_rate": 9.847001329696653e-05,
"loss": 12.1224,
"step": 25
},
{
"epoch": 0.24703087885985747,
"grad_norm": 142.7079315185547,
"learning_rate": 9.826044551386744e-05,
"loss": 13.8356,
"step": 26
},
{
"epoch": 0.25653206650831356,
"grad_norm": 31.430696487426758,
"learning_rate": 9.803768380684242e-05,
"loss": 10.7579,
"step": 27
},
{
"epoch": 0.2660332541567696,
"grad_norm": 38.121150970458984,
"learning_rate": 9.780178907671789e-05,
"loss": 11.0067,
"step": 28
},
{
"epoch": 0.2755344418052256,
"grad_norm": 39.036582946777344,
"learning_rate": 9.755282581475769e-05,
"loss": 10.5208,
"step": 29
},
{
"epoch": 0.2850356294536817,
"grad_norm": 36.783042907714844,
"learning_rate": 9.729086208503174e-05,
"loss": 10.3499,
"step": 30
},
{
"epoch": 0.29453681710213775,
"grad_norm": 38.77050018310547,
"learning_rate": 9.701596950580806e-05,
"loss": 10.3018,
"step": 31
},
{
"epoch": 0.30403800475059384,
"grad_norm": 43.17377471923828,
"learning_rate": 9.672822322997305e-05,
"loss": 10.5024,
"step": 32
},
{
"epoch": 0.31353919239904987,
"grad_norm": 50.610130310058594,
"learning_rate": 9.642770192448536e-05,
"loss": 9.9037,
"step": 33
},
{
"epoch": 0.32304038004750596,
"grad_norm": 50.932167053222656,
"learning_rate": 9.611448774886924e-05,
"loss": 10.0025,
"step": 34
},
{
"epoch": 0.332541567695962,
"grad_norm": 63.05067443847656,
"learning_rate": 9.578866633275288e-05,
"loss": 9.9396,
"step": 35
},
{
"epoch": 0.342042755344418,
"grad_norm": 60.02093505859375,
"learning_rate": 9.545032675245813e-05,
"loss": 10.2482,
"step": 36
},
{
"epoch": 0.3515439429928741,
"grad_norm": 61.30398941040039,
"learning_rate": 9.509956150664796e-05,
"loss": 9.506,
"step": 37
},
{
"epoch": 0.36104513064133015,
"grad_norm": 58.13288497924805,
"learning_rate": 9.473646649103818e-05,
"loss": 10.1374,
"step": 38
},
{
"epoch": 0.37054631828978624,
"grad_norm": 51.784263610839844,
"learning_rate": 9.43611409721806e-05,
"loss": 9.2826,
"step": 39
},
{
"epoch": 0.38004750593824227,
"grad_norm": 71.26021575927734,
"learning_rate": 9.397368756032445e-05,
"loss": 10.074,
"step": 40
},
{
"epoch": 0.38954869358669836,
"grad_norm": 63.67902755737305,
"learning_rate": 9.357421218136386e-05,
"loss": 9.9213,
"step": 41
},
{
"epoch": 0.3990498812351544,
"grad_norm": 82.36457061767578,
"learning_rate": 9.316282404787871e-05,
"loss": 11.0074,
"step": 42
},
{
"epoch": 0.4085510688836104,
"grad_norm": 71.11475372314453,
"learning_rate": 9.273963562927695e-05,
"loss": 10.3478,
"step": 43
},
{
"epoch": 0.4180522565320665,
"grad_norm": 57.912925720214844,
"learning_rate": 9.230476262104677e-05,
"loss": 10.5365,
"step": 44
},
{
"epoch": 0.42755344418052255,
"grad_norm": 72.04336547851562,
"learning_rate": 9.185832391312644e-05,
"loss": 10.5838,
"step": 45
},
{
"epoch": 0.43705463182897863,
"grad_norm": 82.88634490966797,
"learning_rate": 9.140044155740101e-05,
"loss": 11.4603,
"step": 46
},
{
"epoch": 0.44655581947743467,
"grad_norm": 57.1037712097168,
"learning_rate": 9.093124073433463e-05,
"loss": 10.9868,
"step": 47
},
{
"epoch": 0.45605700712589076,
"grad_norm": 67.33989715576172,
"learning_rate": 9.045084971874738e-05,
"loss": 10.9432,
"step": 48
},
{
"epoch": 0.4655581947743468,
"grad_norm": 75.16851043701172,
"learning_rate": 8.995939984474624e-05,
"loss": 11.4707,
"step": 49
},
{
"epoch": 0.4750593824228028,
"grad_norm": 74.13951110839844,
"learning_rate": 8.945702546981969e-05,
"loss": 11.5781,
"step": 50
},
{
"epoch": 0.4750593824228028,
"eval_loss": 2.5815207958221436,
"eval_runtime": 2.1835,
"eval_samples_per_second": 81.519,
"eval_steps_per_second": 20.609,
"step": 50
},
{
"epoch": 0.4845605700712589,
"grad_norm": 73.47399139404297,
"learning_rate": 8.894386393810563e-05,
"loss": 11.8677,
"step": 51
},
{
"epoch": 0.49406175771971494,
"grad_norm": 75.97662353515625,
"learning_rate": 8.842005554284296e-05,
"loss": 12.5136,
"step": 52
},
{
"epoch": 0.503562945368171,
"grad_norm": 25.05925178527832,
"learning_rate": 8.788574348801675e-05,
"loss": 10.7167,
"step": 53
},
{
"epoch": 0.5130641330166271,
"grad_norm": 30.213838577270508,
"learning_rate": 8.73410738492077e-05,
"loss": 10.791,
"step": 54
},
{
"epoch": 0.5225653206650831,
"grad_norm": 28.441303253173828,
"learning_rate": 8.678619553365659e-05,
"loss": 10.4234,
"step": 55
},
{
"epoch": 0.5320665083135392,
"grad_norm": 28.828868865966797,
"learning_rate": 8.622126023955446e-05,
"loss": 10.6945,
"step": 56
},
{
"epoch": 0.5415676959619953,
"grad_norm": 28.981857299804688,
"learning_rate": 8.564642241456986e-05,
"loss": 10.5335,
"step": 57
},
{
"epoch": 0.5510688836104513,
"grad_norm": 29.173961639404297,
"learning_rate": 8.506183921362443e-05,
"loss": 9.9706,
"step": 58
},
{
"epoch": 0.5605700712589073,
"grad_norm": 27.359298706054688,
"learning_rate": 8.44676704559283e-05,
"loss": 9.3842,
"step": 59
},
{
"epoch": 0.5700712589073634,
"grad_norm": 32.77239227294922,
"learning_rate": 8.386407858128706e-05,
"loss": 9.0034,
"step": 60
},
{
"epoch": 0.5795724465558195,
"grad_norm": 32.115116119384766,
"learning_rate": 8.32512286056924e-05,
"loss": 9.7039,
"step": 61
},
{
"epoch": 0.5890736342042755,
"grad_norm": 35.204383850097656,
"learning_rate": 8.262928807620843e-05,
"loss": 9.9224,
"step": 62
},
{
"epoch": 0.5985748218527316,
"grad_norm": 39.001319885253906,
"learning_rate": 8.199842702516583e-05,
"loss": 9.2109,
"step": 63
},
{
"epoch": 0.6080760095011877,
"grad_norm": 38.51883316040039,
"learning_rate": 8.135881792367686e-05,
"loss": 9.3607,
"step": 64
},
{
"epoch": 0.6175771971496437,
"grad_norm": 40.05404281616211,
"learning_rate": 8.07106356344834e-05,
"loss": 9.3722,
"step": 65
},
{
"epoch": 0.6270783847980997,
"grad_norm": 38.425113677978516,
"learning_rate": 8.005405736415126e-05,
"loss": 9.362,
"step": 66
},
{
"epoch": 0.6365795724465558,
"grad_norm": 42.36941909790039,
"learning_rate": 7.938926261462366e-05,
"loss": 10.4244,
"step": 67
},
{
"epoch": 0.6460807600950119,
"grad_norm": 43.2212028503418,
"learning_rate": 7.871643313414718e-05,
"loss": 9.9641,
"step": 68
},
{
"epoch": 0.6555819477434679,
"grad_norm": 40.110958099365234,
"learning_rate": 7.803575286758364e-05,
"loss": 9.7888,
"step": 69
},
{
"epoch": 0.665083135391924,
"grad_norm": 51.71419143676758,
"learning_rate": 7.734740790612136e-05,
"loss": 10.4713,
"step": 70
},
{
"epoch": 0.6745843230403801,
"grad_norm": 49.315128326416016,
"learning_rate": 7.66515864363997e-05,
"loss": 10.473,
"step": 71
},
{
"epoch": 0.684085510688836,
"grad_norm": 43.141693115234375,
"learning_rate": 7.594847868906076e-05,
"loss": 11.1162,
"step": 72
},
{
"epoch": 0.6935866983372921,
"grad_norm": 40.67599105834961,
"learning_rate": 7.52382768867422e-05,
"loss": 10.3638,
"step": 73
},
{
"epoch": 0.7030878859857482,
"grad_norm": 40.67022705078125,
"learning_rate": 7.452117519152542e-05,
"loss": 10.1749,
"step": 74
},
{
"epoch": 0.7125890736342043,
"grad_norm": 47.472530364990234,
"learning_rate": 7.379736965185368e-05,
"loss": 10.528,
"step": 75
},
{
"epoch": 0.7220902612826603,
"grad_norm": 58.274471282958984,
"learning_rate": 7.30670581489344e-05,
"loss": 11.7439,
"step": 76
},
{
"epoch": 0.7315914489311164,
"grad_norm": 53.202579498291016,
"learning_rate": 7.233044034264034e-05,
"loss": 11.8825,
"step": 77
},
{
"epoch": 0.7410926365795725,
"grad_norm": 74.2247543334961,
"learning_rate": 7.158771761692464e-05,
"loss": 11.4543,
"step": 78
},
{
"epoch": 0.7505938242280285,
"grad_norm": 23.56029510498047,
"learning_rate": 7.083909302476453e-05,
"loss": 10.1815,
"step": 79
},
{
"epoch": 0.7600950118764845,
"grad_norm": 25.578887939453125,
"learning_rate": 7.008477123264848e-05,
"loss": 10.0859,
"step": 80
},
{
"epoch": 0.7695961995249406,
"grad_norm": 29.133159637451172,
"learning_rate": 6.932495846462261e-05,
"loss": 10.1942,
"step": 81
},
{
"epoch": 0.7790973871733967,
"grad_norm": 26.358640670776367,
"learning_rate": 6.855986244591104e-05,
"loss": 10.2081,
"step": 82
},
{
"epoch": 0.7885985748218527,
"grad_norm": 28.30341148376465,
"learning_rate": 6.778969234612584e-05,
"loss": 10.021,
"step": 83
},
{
"epoch": 0.7980997624703088,
"grad_norm": 30.32122802734375,
"learning_rate": 6.701465872208216e-05,
"loss": 10.3293,
"step": 84
},
{
"epoch": 0.8076009501187649,
"grad_norm": 32.282203674316406,
"learning_rate": 6.623497346023418e-05,
"loss": 9.6215,
"step": 85
},
{
"epoch": 0.8171021377672208,
"grad_norm": 35.80141067504883,
"learning_rate": 6.545084971874738e-05,
"loss": 9.51,
"step": 86
},
{
"epoch": 0.8266033254156769,
"grad_norm": 37.250389099121094,
"learning_rate": 6.466250186922325e-05,
"loss": 9.1855,
"step": 87
},
{
"epoch": 0.836104513064133,
"grad_norm": 30.585859298706055,
"learning_rate": 6.387014543809223e-05,
"loss": 9.3132,
"step": 88
},
{
"epoch": 0.8456057007125891,
"grad_norm": 37.24182891845703,
"learning_rate": 6.307399704769099e-05,
"loss": 9.5975,
"step": 89
},
{
"epoch": 0.8551068883610451,
"grad_norm": 38.571170806884766,
"learning_rate": 6.227427435703997e-05,
"loss": 9.6558,
"step": 90
},
{
"epoch": 0.8646080760095012,
"grad_norm": 37.505733489990234,
"learning_rate": 6.147119600233758e-05,
"loss": 8.9013,
"step": 91
},
{
"epoch": 0.8741092636579573,
"grad_norm": 50.142913818359375,
"learning_rate": 6.066498153718735e-05,
"loss": 9.4002,
"step": 92
},
{
"epoch": 0.8836104513064132,
"grad_norm": 49.40633010864258,
"learning_rate": 5.985585137257401e-05,
"loss": 9.5774,
"step": 93
},
{
"epoch": 0.8931116389548693,
"grad_norm": 54.912620544433594,
"learning_rate": 5.90440267166055e-05,
"loss": 9.8763,
"step": 94
},
{
"epoch": 0.9026128266033254,
"grad_norm": 47.32883834838867,
"learning_rate": 5.8229729514036705e-05,
"loss": 10.2501,
"step": 95
},
{
"epoch": 0.9121140142517815,
"grad_norm": 63.21529769897461,
"learning_rate": 5.74131823855921e-05,
"loss": 10.962,
"step": 96
},
{
"epoch": 0.9216152019002375,
"grad_norm": 64.93472290039062,
"learning_rate": 5.6594608567103456e-05,
"loss": 10.2987,
"step": 97
},
{
"epoch": 0.9311163895486936,
"grad_norm": 80.15961456298828,
"learning_rate": 5.577423184847932e-05,
"loss": 11.2168,
"step": 98
},
{
"epoch": 0.9406175771971497,
"grad_norm": 69.57113647460938,
"learning_rate": 5.495227651252315e-05,
"loss": 10.4517,
"step": 99
},
{
"epoch": 0.9501187648456056,
"grad_norm": 66.7508544921875,
"learning_rate": 5.4128967273616625e-05,
"loss": 10.3117,
"step": 100
},
{
"epoch": 0.9501187648456056,
"eval_loss": 2.4882469177246094,
"eval_runtime": 2.183,
"eval_samples_per_second": 81.54,
"eval_steps_per_second": 20.614,
"step": 100
},
{
"epoch": 0.9596199524940617,
"grad_norm": 60.58907699584961,
"learning_rate": 5.330452921628497e-05,
"loss": 10.7966,
"step": 101
},
{
"epoch": 0.9691211401425178,
"grad_norm": 72.10790252685547,
"learning_rate": 5.247918773366112e-05,
"loss": 11.0507,
"step": 102
},
{
"epoch": 0.9786223277909739,
"grad_norm": 81.67748260498047,
"learning_rate": 5.165316846586541e-05,
"loss": 11.0962,
"step": 103
},
{
"epoch": 0.9881235154394299,
"grad_norm": 96.13243865966797,
"learning_rate": 5.0826697238317935e-05,
"loss": 10.8405,
"step": 104
},
{
"epoch": 0.997624703087886,
"grad_norm": 45.95366287231445,
"learning_rate": 5e-05,
"loss": 9.4617,
"step": 105
},
{
"epoch": 1.007125890736342,
"grad_norm": 74.89264678955078,
"learning_rate": 4.917330276168208e-05,
"loss": 10.7786,
"step": 106
},
{
"epoch": 1.0166270783847982,
"grad_norm": 34.36727523803711,
"learning_rate": 4.834683153413459e-05,
"loss": 10.6115,
"step": 107
},
{
"epoch": 1.0261282660332542,
"grad_norm": 34.2283935546875,
"learning_rate": 4.7520812266338885e-05,
"loss": 9.8407,
"step": 108
},
{
"epoch": 1.03562945368171,
"grad_norm": 33.08857345581055,
"learning_rate": 4.669547078371504e-05,
"loss": 9.727,
"step": 109
},
{
"epoch": 1.0451306413301662,
"grad_norm": 36.63699722290039,
"learning_rate": 4.5871032726383386e-05,
"loss": 10.1565,
"step": 110
},
{
"epoch": 1.0546318289786223,
"grad_norm": 39.32516098022461,
"learning_rate": 4.504772348747687e-05,
"loss": 10.0876,
"step": 111
},
{
"epoch": 1.0641330166270784,
"grad_norm": 51.5899658203125,
"learning_rate": 4.4225768151520694e-05,
"loss": 9.2029,
"step": 112
},
{
"epoch": 1.0736342042755345,
"grad_norm": 43.274932861328125,
"learning_rate": 4.3405391432896555e-05,
"loss": 9.0035,
"step": 113
},
{
"epoch": 1.0831353919239906,
"grad_norm": 42.604061126708984,
"learning_rate": 4.2586817614407895e-05,
"loss": 9.1692,
"step": 114
},
{
"epoch": 1.0926365795724466,
"grad_norm": 41.310462951660156,
"learning_rate": 4.17702704859633e-05,
"loss": 9.1696,
"step": 115
},
{
"epoch": 1.1021377672209025,
"grad_norm": 43.11902618408203,
"learning_rate": 4.095597328339452e-05,
"loss": 9.2453,
"step": 116
},
{
"epoch": 1.1116389548693586,
"grad_norm": 39.28797912597656,
"learning_rate": 4.0144148627425993e-05,
"loss": 9.2359,
"step": 117
},
{
"epoch": 1.1211401425178147,
"grad_norm": 39.07838439941406,
"learning_rate": 3.933501846281267e-05,
"loss": 8.8084,
"step": 118
},
{
"epoch": 1.1306413301662708,
"grad_norm": 42.56367111206055,
"learning_rate": 3.852880399766243e-05,
"loss": 8.8215,
"step": 119
},
{
"epoch": 1.1401425178147269,
"grad_norm": 52.60874938964844,
"learning_rate": 3.772572564296005e-05,
"loss": 9.3862,
"step": 120
},
{
"epoch": 1.149643705463183,
"grad_norm": 59.03802490234375,
"learning_rate": 3.6926002952309016e-05,
"loss": 10.0051,
"step": 121
},
{
"epoch": 1.159144893111639,
"grad_norm": 53.51556396484375,
"learning_rate": 3.612985456190778e-05,
"loss": 9.7166,
"step": 122
},
{
"epoch": 1.168646080760095,
"grad_norm": 61.38289260864258,
"learning_rate": 3.533749813077677e-05,
"loss": 9.8521,
"step": 123
},
{
"epoch": 1.178147268408551,
"grad_norm": 59.38209533691406,
"learning_rate": 3.4549150281252636e-05,
"loss": 9.8615,
"step": 124
},
{
"epoch": 1.187648456057007,
"grad_norm": 69.93914031982422,
"learning_rate": 3.3765026539765834e-05,
"loss": 10.217,
"step": 125
},
{
"epoch": 1.1971496437054632,
"grad_norm": 53.72102737426758,
"learning_rate": 3.298534127791785e-05,
"loss": 10.1848,
"step": 126
},
{
"epoch": 1.2066508313539193,
"grad_norm": 54.664764404296875,
"learning_rate": 3.221030765387417e-05,
"loss": 10.483,
"step": 127
},
{
"epoch": 1.2161520190023754,
"grad_norm": 60.76587677001953,
"learning_rate": 3.144013755408895e-05,
"loss": 10.0884,
"step": 128
},
{
"epoch": 1.2256532066508314,
"grad_norm": 67.71343994140625,
"learning_rate": 3.0675041535377405e-05,
"loss": 10.7442,
"step": 129
},
{
"epoch": 1.2351543942992875,
"grad_norm": 69.5775375366211,
"learning_rate": 2.991522876735154e-05,
"loss": 11.2854,
"step": 130
},
{
"epoch": 1.2446555819477434,
"grad_norm": 88.2365951538086,
"learning_rate": 2.916090697523549e-05,
"loss": 10.9993,
"step": 131
},
{
"epoch": 1.2541567695961995,
"grad_norm": 40.71464538574219,
"learning_rate": 2.8412282383075363e-05,
"loss": 10.1865,
"step": 132
},
{
"epoch": 1.2636579572446556,
"grad_norm": 27.133167266845703,
"learning_rate": 2.766955965735968e-05,
"loss": 10.0801,
"step": 133
},
{
"epoch": 1.2731591448931117,
"grad_norm": 27.42853355407715,
"learning_rate": 2.693294185106562e-05,
"loss": 9.7753,
"step": 134
},
{
"epoch": 1.2826603325415677,
"grad_norm": 29.747236251831055,
"learning_rate": 2.6202630348146324e-05,
"loss": 9.9648,
"step": 135
},
{
"epoch": 1.2921615201900236,
"grad_norm": 28.10453224182129,
"learning_rate": 2.547882480847461e-05,
"loss": 9.6276,
"step": 136
},
{
"epoch": 1.3016627078384797,
"grad_norm": 32.8948860168457,
"learning_rate": 2.476172311325783e-05,
"loss": 9.6534,
"step": 137
},
{
"epoch": 1.3111638954869358,
"grad_norm": 36.85212707519531,
"learning_rate": 2.405152131093926e-05,
"loss": 9.1545,
"step": 138
},
{
"epoch": 1.3206650831353919,
"grad_norm": 42.10161590576172,
"learning_rate": 2.3348413563600325e-05,
"loss": 8.7032,
"step": 139
},
{
"epoch": 1.330166270783848,
"grad_norm": 33.20311737060547,
"learning_rate": 2.2652592093878666e-05,
"loss": 9.1932,
"step": 140
},
{
"epoch": 1.339667458432304,
"grad_norm": 40.20091247558594,
"learning_rate": 2.196424713241637e-05,
"loss": 8.9803,
"step": 141
},
{
"epoch": 1.3491686460807601,
"grad_norm": 52.291587829589844,
"learning_rate": 2.128356686585282e-05,
"loss": 9.1159,
"step": 142
},
{
"epoch": 1.3586698337292162,
"grad_norm": 43.315677642822266,
"learning_rate": 2.061073738537635e-05,
"loss": 9.0998,
"step": 143
},
{
"epoch": 1.3681710213776723,
"grad_norm": 33.63870620727539,
"learning_rate": 1.9945942635848748e-05,
"loss": 8.7301,
"step": 144
},
{
"epoch": 1.3776722090261282,
"grad_norm": 43.19037628173828,
"learning_rate": 1.928936436551661e-05,
"loss": 9.222,
"step": 145
},
{
"epoch": 1.3871733966745843,
"grad_norm": 49.447837829589844,
"learning_rate": 1.8641182076323148e-05,
"loss": 9.0844,
"step": 146
},
{
"epoch": 1.3966745843230404,
"grad_norm": 52.0371208190918,
"learning_rate": 1.800157297483417e-05,
"loss": 10.1305,
"step": 147
},
{
"epoch": 1.4061757719714965,
"grad_norm": 40.418521881103516,
"learning_rate": 1.7370711923791567e-05,
"loss": 9.1222,
"step": 148
},
{
"epoch": 1.4156769596199525,
"grad_norm": 56.46171188354492,
"learning_rate": 1.6748771394307585e-05,
"loss": 9.7529,
"step": 149
},
{
"epoch": 1.4251781472684084,
"grad_norm": 39.67538833618164,
"learning_rate": 1.6135921418712956e-05,
"loss": 9.8505,
"step": 150
},
{
"epoch": 1.4251781472684084,
"eval_loss": 2.4354910850524902,
"eval_runtime": 2.1805,
"eval_samples_per_second": 81.632,
"eval_steps_per_second": 20.637,
"step": 150
},
{
"epoch": 1.4346793349168645,
"grad_norm": 48.840999603271484,
"learning_rate": 1.553232954407171e-05,
"loss": 10.2448,
"step": 151
},
{
"epoch": 1.4441805225653206,
"grad_norm": 61.02261734008789,
"learning_rate": 1.4938160786375572e-05,
"loss": 11.0807,
"step": 152
},
{
"epoch": 1.4536817102137767,
"grad_norm": 70.39476776123047,
"learning_rate": 1.435357758543015e-05,
"loss": 9.2582,
"step": 153
},
{
"epoch": 1.4631828978622328,
"grad_norm": 57.5440673828125,
"learning_rate": 1.3778739760445552e-05,
"loss": 9.9702,
"step": 154
},
{
"epoch": 1.4726840855106889,
"grad_norm": 61.25320053100586,
"learning_rate": 1.3213804466343421e-05,
"loss": 10.2709,
"step": 155
},
{
"epoch": 1.482185273159145,
"grad_norm": 55.396263122558594,
"learning_rate": 1.2658926150792322e-05,
"loss": 10.4431,
"step": 156
},
{
"epoch": 1.491686460807601,
"grad_norm": 57.45940017700195,
"learning_rate": 1.2114256511983274e-05,
"loss": 10.6606,
"step": 157
},
{
"epoch": 1.5011876484560571,
"grad_norm": 45.15793228149414,
"learning_rate": 1.157994445715706e-05,
"loss": 10.8481,
"step": 158
},
{
"epoch": 1.5106888361045132,
"grad_norm": 27.951114654541016,
"learning_rate": 1.1056136061894384e-05,
"loss": 10.3779,
"step": 159
},
{
"epoch": 1.520190023752969,
"grad_norm": 27.518173217773438,
"learning_rate": 1.0542974530180327e-05,
"loss": 10.0454,
"step": 160
},
{
"epoch": 1.5296912114014252,
"grad_norm": 33.57125473022461,
"learning_rate": 1.0040600155253765e-05,
"loss": 9.7147,
"step": 161
},
{
"epoch": 1.5391923990498813,
"grad_norm": 43.2706184387207,
"learning_rate": 9.549150281252633e-06,
"loss": 9.4158,
"step": 162
},
{
"epoch": 1.5486935866983373,
"grad_norm": 33.121360778808594,
"learning_rate": 9.068759265665384e-06,
"loss": 10.0536,
"step": 163
},
{
"epoch": 1.5581947743467932,
"grad_norm": 36.35709762573242,
"learning_rate": 8.599558442598998e-06,
"loss": 9.1358,
"step": 164
},
{
"epoch": 1.5676959619952493,
"grad_norm": 34.599037170410156,
"learning_rate": 8.141676086873572e-06,
"loss": 8.8221,
"step": 165
},
{
"epoch": 1.5771971496437054,
"grad_norm": 34.87372970581055,
"learning_rate": 7.695237378953223e-06,
"loss": 8.6934,
"step": 166
},
{
"epoch": 1.5866983372921615,
"grad_norm": 37.04258346557617,
"learning_rate": 7.260364370723044e-06,
"loss": 9.4313,
"step": 167
},
{
"epoch": 1.5961995249406176,
"grad_norm": 39.22598648071289,
"learning_rate": 6.837175952121306e-06,
"loss": 8.9076,
"step": 168
},
{
"epoch": 1.6057007125890737,
"grad_norm": 37.508792877197266,
"learning_rate": 6.425787818636131e-06,
"loss": 8.7888,
"step": 169
},
{
"epoch": 1.6152019002375297,
"grad_norm": 33.696937561035156,
"learning_rate": 6.026312439675552e-06,
"loss": 8.6522,
"step": 170
},
{
"epoch": 1.6247030878859858,
"grad_norm": 33.85466384887695,
"learning_rate": 5.6388590278194096e-06,
"loss": 8.8511,
"step": 171
},
{
"epoch": 1.634204275534442,
"grad_norm": 37.68962860107422,
"learning_rate": 5.263533508961827e-06,
"loss": 9.1598,
"step": 172
},
{
"epoch": 1.643705463182898,
"grad_norm": 41.454708099365234,
"learning_rate": 4.900438493352055e-06,
"loss": 9.8324,
"step": 173
},
{
"epoch": 1.6532066508313539,
"grad_norm": 48.535736083984375,
"learning_rate": 4.549673247541875e-06,
"loss": 9.7711,
"step": 174
},
{
"epoch": 1.66270783847981,
"grad_norm": 48.91841506958008,
"learning_rate": 4.2113336672471245e-06,
"loss": 9.8255,
"step": 175
},
{
"epoch": 1.672209026128266,
"grad_norm": 42.789329528808594,
"learning_rate": 3.885512251130763e-06,
"loss": 10.4297,
"step": 176
},
{
"epoch": 1.6817102137767221,
"grad_norm": 45.49766159057617,
"learning_rate": 3.5722980755146517e-06,
"loss": 10.3094,
"step": 177
},
{
"epoch": 1.691211401425178,
"grad_norm": 48.995635986328125,
"learning_rate": 3.271776770026963e-06,
"loss": 9.0495,
"step": 178
},
{
"epoch": 1.700712589073634,
"grad_norm": 48.69024658203125,
"learning_rate": 2.9840304941919415e-06,
"loss": 10.4346,
"step": 179
},
{
"epoch": 1.7102137767220902,
"grad_norm": 52.096458435058594,
"learning_rate": 2.7091379149682685e-06,
"loss": 10.4964,
"step": 180
},
{
"epoch": 1.7197149643705463,
"grad_norm": 54.455482482910156,
"learning_rate": 2.4471741852423237e-06,
"loss": 10.1291,
"step": 181
},
{
"epoch": 1.7292161520190024,
"grad_norm": 48.2535400390625,
"learning_rate": 2.1982109232821178e-06,
"loss": 10.4835,
"step": 182
},
{
"epoch": 1.7387173396674585,
"grad_norm": 64.61412048339844,
"learning_rate": 1.962316193157593e-06,
"loss": 10.5077,
"step": 183
},
{
"epoch": 1.7482185273159145,
"grad_norm": 41.12872314453125,
"learning_rate": 1.7395544861325718e-06,
"loss": 10.383,
"step": 184
},
{
"epoch": 1.7577197149643706,
"grad_norm": 23.937122344970703,
"learning_rate": 1.5299867030334814e-06,
"loss": 10.1728,
"step": 185
},
{
"epoch": 1.7672209026128267,
"grad_norm": 35.46590805053711,
"learning_rate": 1.333670137599713e-06,
"loss": 9.9774,
"step": 186
},
{
"epoch": 1.7767220902612828,
"grad_norm": 23.37141990661621,
"learning_rate": 1.1506584608200367e-06,
"loss": 9.7724,
"step": 187
},
{
"epoch": 1.7862232779097387,
"grad_norm": 27.467708587646484,
"learning_rate": 9.810017062595322e-07,
"loss": 10.0875,
"step": 188
},
{
"epoch": 1.7957244655581948,
"grad_norm": 29.722068786621094,
"learning_rate": 8.247462563808817e-07,
"loss": 10.2215,
"step": 189
},
{
"epoch": 1.8052256532066508,
"grad_norm": 36.735897064208984,
"learning_rate": 6.819348298638839e-07,
"loss": 9.78,
"step": 190
},
{
"epoch": 1.814726840855107,
"grad_norm": 40.1739616394043,
"learning_rate": 5.526064699265753e-07,
"loss": 8.8518,
"step": 191
},
{
"epoch": 1.8242280285035628,
"grad_norm": 44.420196533203125,
"learning_rate": 4.367965336512403e-07,
"loss": 8.7969,
"step": 192
},
{
"epoch": 1.833729216152019,
"grad_norm": 40.424556732177734,
"learning_rate": 3.3453668231809286e-07,
"loss": 9.2837,
"step": 193
},
{
"epoch": 1.843230403800475,
"grad_norm": 38.00553512573242,
"learning_rate": 2.458548727494292e-07,
"loss": 9.3804,
"step": 194
},
{
"epoch": 1.852731591448931,
"grad_norm": 36.450809478759766,
"learning_rate": 1.7077534966650766e-07,
"loss": 8.6721,
"step": 195
},
{
"epoch": 1.8622327790973872,
"grad_norm": 39.79310607910156,
"learning_rate": 1.0931863906127327e-07,
"loss": 9.2604,
"step": 196
},
{
"epoch": 1.8717339667458432,
"grad_norm": 42.907955169677734,
"learning_rate": 6.150154258476315e-08,
"loss": 8.9399,
"step": 197
},
{
"epoch": 1.8812351543942993,
"grad_norm": 39.591670989990234,
"learning_rate": 2.7337132953697554e-08,
"loss": 9.4672,
"step": 198
},
{
"epoch": 1.8907363420427554,
"grad_norm": 43.547306060791016,
"learning_rate": 6.834750376549792e-09,
"loss": 9.1594,
"step": 199
},
{
"epoch": 1.9002375296912115,
"grad_norm": 51.04115676879883,
"learning_rate": 0.0,
"loss": 9.6482,
"step": 200
},
{
"epoch": 1.9002375296912115,
"eval_loss": 2.4192488193511963,
"eval_runtime": 2.1809,
"eval_samples_per_second": 81.618,
"eval_steps_per_second": 20.634,
"step": 200
}
],
"logging_steps": 1,
"max_steps": 200,
"num_input_tokens_seen": 0,
"num_train_epochs": 2,
"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": 1.5377451077074944e+16,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}