0x1202's picture
Training in progress, step 200, checkpoint
064afbf verified
{
"best_metric": 0.061369236558675766,
"best_model_checkpoint": "miner_id_24/checkpoint-200",
"epoch": 1.6757322175732217,
"eval_steps": 50,
"global_step": 200,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.008368200836820083,
"grad_norm": 3.4848103523254395,
"learning_rate": 1e-05,
"loss": 0.7472,
"step": 1
},
{
"epoch": 0.008368200836820083,
"eval_loss": 1.5766565799713135,
"eval_runtime": 4.0802,
"eval_samples_per_second": 49.507,
"eval_steps_per_second": 12.499,
"step": 1
},
{
"epoch": 0.016736401673640166,
"grad_norm": 3.88921856880188,
"learning_rate": 2e-05,
"loss": 0.863,
"step": 2
},
{
"epoch": 0.02510460251046025,
"grad_norm": 4.598084449768066,
"learning_rate": 3e-05,
"loss": 1.0088,
"step": 3
},
{
"epoch": 0.03347280334728033,
"grad_norm": 3.6586599349975586,
"learning_rate": 4e-05,
"loss": 0.9831,
"step": 4
},
{
"epoch": 0.04184100418410042,
"grad_norm": 3.121110677719116,
"learning_rate": 5e-05,
"loss": 0.9342,
"step": 5
},
{
"epoch": 0.0502092050209205,
"grad_norm": 2.6722185611724854,
"learning_rate": 6e-05,
"loss": 0.8293,
"step": 6
},
{
"epoch": 0.058577405857740586,
"grad_norm": 2.4001119136810303,
"learning_rate": 7e-05,
"loss": 0.6924,
"step": 7
},
{
"epoch": 0.06694560669456066,
"grad_norm": 3.029315710067749,
"learning_rate": 8e-05,
"loss": 0.5698,
"step": 8
},
{
"epoch": 0.07531380753138076,
"grad_norm": 2.597606658935547,
"learning_rate": 9e-05,
"loss": 0.4675,
"step": 9
},
{
"epoch": 0.08368200836820083,
"grad_norm": 1.8661812543869019,
"learning_rate": 0.0001,
"loss": 0.3722,
"step": 10
},
{
"epoch": 0.09205020920502092,
"grad_norm": 1.7599635124206543,
"learning_rate": 9.999316524962345e-05,
"loss": 0.2951,
"step": 11
},
{
"epoch": 0.100418410041841,
"grad_norm": 1.6175488233566284,
"learning_rate": 9.997266286704631e-05,
"loss": 0.285,
"step": 12
},
{
"epoch": 0.1087866108786611,
"grad_norm": 1.6192901134490967,
"learning_rate": 9.993849845741524e-05,
"loss": 0.2916,
"step": 13
},
{
"epoch": 0.11715481171548117,
"grad_norm": 2.2023255825042725,
"learning_rate": 9.989068136093873e-05,
"loss": 0.2656,
"step": 14
},
{
"epoch": 0.12552301255230125,
"grad_norm": 1.2332242727279663,
"learning_rate": 9.98292246503335e-05,
"loss": 0.2047,
"step": 15
},
{
"epoch": 0.13389121338912133,
"grad_norm": 1.2950152158737183,
"learning_rate": 9.975414512725057e-05,
"loss": 0.2132,
"step": 16
},
{
"epoch": 0.14225941422594143,
"grad_norm": 1.1822935342788696,
"learning_rate": 9.966546331768191e-05,
"loss": 0.1827,
"step": 17
},
{
"epoch": 0.1506276150627615,
"grad_norm": 0.8956453204154968,
"learning_rate": 9.956320346634876e-05,
"loss": 0.1601,
"step": 18
},
{
"epoch": 0.1589958158995816,
"grad_norm": 1.1256321668624878,
"learning_rate": 9.944739353007344e-05,
"loss": 0.2129,
"step": 19
},
{
"epoch": 0.16736401673640167,
"grad_norm": 1.0068782567977905,
"learning_rate": 9.931806517013612e-05,
"loss": 0.1641,
"step": 20
},
{
"epoch": 0.17573221757322174,
"grad_norm": 1.2121520042419434,
"learning_rate": 9.917525374361912e-05,
"loss": 0.2133,
"step": 21
},
{
"epoch": 0.18410041841004185,
"grad_norm": 1.0212056636810303,
"learning_rate": 9.901899829374047e-05,
"loss": 0.1245,
"step": 22
},
{
"epoch": 0.19246861924686193,
"grad_norm": 1.3977688550949097,
"learning_rate": 9.884934153917997e-05,
"loss": 0.1618,
"step": 23
},
{
"epoch": 0.200836820083682,
"grad_norm": 1.0460073947906494,
"learning_rate": 9.86663298624003e-05,
"loss": 0.1903,
"step": 24
},
{
"epoch": 0.20920502092050208,
"grad_norm": 1.0836344957351685,
"learning_rate": 9.847001329696653e-05,
"loss": 0.1523,
"step": 25
},
{
"epoch": 0.2175732217573222,
"grad_norm": 0.9304505586624146,
"learning_rate": 9.826044551386744e-05,
"loss": 0.1322,
"step": 26
},
{
"epoch": 0.22594142259414227,
"grad_norm": 1.1587389707565308,
"learning_rate": 9.803768380684242e-05,
"loss": 0.1123,
"step": 27
},
{
"epoch": 0.23430962343096234,
"grad_norm": 1.9223076105117798,
"learning_rate": 9.780178907671789e-05,
"loss": 0.1,
"step": 28
},
{
"epoch": 0.24267782426778242,
"grad_norm": 0.7539680600166321,
"learning_rate": 9.755282581475769e-05,
"loss": 0.0602,
"step": 29
},
{
"epoch": 0.2510460251046025,
"grad_norm": 4.452033519744873,
"learning_rate": 9.729086208503174e-05,
"loss": 0.4788,
"step": 30
},
{
"epoch": 0.2594142259414226,
"grad_norm": 3.088981866836548,
"learning_rate": 9.701596950580806e-05,
"loss": 0.4023,
"step": 31
},
{
"epoch": 0.26778242677824265,
"grad_norm": 2.3259027004241943,
"learning_rate": 9.672822322997305e-05,
"loss": 0.3357,
"step": 32
},
{
"epoch": 0.27615062761506276,
"grad_norm": 1.3535948991775513,
"learning_rate": 9.642770192448536e-05,
"loss": 0.2125,
"step": 33
},
{
"epoch": 0.28451882845188287,
"grad_norm": 0.6757339239120483,
"learning_rate": 9.611448774886924e-05,
"loss": 0.1745,
"step": 34
},
{
"epoch": 0.2928870292887029,
"grad_norm": 0.997547447681427,
"learning_rate": 9.578866633275288e-05,
"loss": 0.1698,
"step": 35
},
{
"epoch": 0.301255230125523,
"grad_norm": 1.2034856081008911,
"learning_rate": 9.545032675245813e-05,
"loss": 0.1886,
"step": 36
},
{
"epoch": 0.30962343096234307,
"grad_norm": 1.122100591659546,
"learning_rate": 9.509956150664796e-05,
"loss": 0.1912,
"step": 37
},
{
"epoch": 0.3179916317991632,
"grad_norm": 0.8844034075737,
"learning_rate": 9.473646649103818e-05,
"loss": 0.1782,
"step": 38
},
{
"epoch": 0.3263598326359833,
"grad_norm": 0.4449402093887329,
"learning_rate": 9.43611409721806e-05,
"loss": 0.1225,
"step": 39
},
{
"epoch": 0.33472803347280333,
"grad_norm": 0.5567941069602966,
"learning_rate": 9.397368756032445e-05,
"loss": 0.1362,
"step": 40
},
{
"epoch": 0.34309623430962344,
"grad_norm": 0.6472607254981995,
"learning_rate": 9.357421218136386e-05,
"loss": 0.1481,
"step": 41
},
{
"epoch": 0.3514644351464435,
"grad_norm": 0.5753950476646423,
"learning_rate": 9.316282404787871e-05,
"loss": 0.1365,
"step": 42
},
{
"epoch": 0.3598326359832636,
"grad_norm": 0.5642210841178894,
"learning_rate": 9.273963562927695e-05,
"loss": 0.1053,
"step": 43
},
{
"epoch": 0.3682008368200837,
"grad_norm": 0.4673701524734497,
"learning_rate": 9.230476262104677e-05,
"loss": 0.1113,
"step": 44
},
{
"epoch": 0.37656903765690375,
"grad_norm": 0.8079649806022644,
"learning_rate": 9.185832391312644e-05,
"loss": 0.1491,
"step": 45
},
{
"epoch": 0.38493723849372385,
"grad_norm": 0.8153290152549744,
"learning_rate": 9.140044155740101e-05,
"loss": 0.1367,
"step": 46
},
{
"epoch": 0.39330543933054396,
"grad_norm": 0.6437317728996277,
"learning_rate": 9.093124073433463e-05,
"loss": 0.0991,
"step": 47
},
{
"epoch": 0.401673640167364,
"grad_norm": 0.6529302000999451,
"learning_rate": 9.045084971874738e-05,
"loss": 0.1035,
"step": 48
},
{
"epoch": 0.4100418410041841,
"grad_norm": 0.5692593455314636,
"learning_rate": 8.995939984474624e-05,
"loss": 0.0992,
"step": 49
},
{
"epoch": 0.41841004184100417,
"grad_norm": 0.5359004735946655,
"learning_rate": 8.945702546981969e-05,
"loss": 0.1008,
"step": 50
},
{
"epoch": 0.41841004184100417,
"eval_loss": 0.15166662633419037,
"eval_runtime": 4.0723,
"eval_samples_per_second": 49.604,
"eval_steps_per_second": 12.524,
"step": 50
},
{
"epoch": 0.42677824267782427,
"grad_norm": 0.5589534640312195,
"learning_rate": 8.894386393810563e-05,
"loss": 0.11,
"step": 51
},
{
"epoch": 0.4351464435146444,
"grad_norm": 0.5620235204696655,
"learning_rate": 8.842005554284296e-05,
"loss": 0.0946,
"step": 52
},
{
"epoch": 0.4435146443514644,
"grad_norm": 0.8351897597312927,
"learning_rate": 8.788574348801675e-05,
"loss": 0.1539,
"step": 53
},
{
"epoch": 0.45188284518828453,
"grad_norm": 0.6207558512687683,
"learning_rate": 8.73410738492077e-05,
"loss": 0.1107,
"step": 54
},
{
"epoch": 0.4602510460251046,
"grad_norm": 0.7445648312568665,
"learning_rate": 8.678619553365659e-05,
"loss": 0.1152,
"step": 55
},
{
"epoch": 0.4686192468619247,
"grad_norm": 0.628424346446991,
"learning_rate": 8.622126023955446e-05,
"loss": 0.0807,
"step": 56
},
{
"epoch": 0.4769874476987448,
"grad_norm": 0.5635355114936829,
"learning_rate": 8.564642241456986e-05,
"loss": 0.0555,
"step": 57
},
{
"epoch": 0.48535564853556484,
"grad_norm": 1.0648820400238037,
"learning_rate": 8.506183921362443e-05,
"loss": 0.0634,
"step": 58
},
{
"epoch": 0.49372384937238495,
"grad_norm": 1.8602968454360962,
"learning_rate": 8.44676704559283e-05,
"loss": 0.2547,
"step": 59
},
{
"epoch": 0.502092050209205,
"grad_norm": 1.5479875802993774,
"learning_rate": 8.386407858128706e-05,
"loss": 0.3128,
"step": 60
},
{
"epoch": 0.5104602510460251,
"grad_norm": 1.3398643732070923,
"learning_rate": 8.32512286056924e-05,
"loss": 0.2635,
"step": 61
},
{
"epoch": 0.5188284518828452,
"grad_norm": 0.9705513119697571,
"learning_rate": 8.262928807620843e-05,
"loss": 0.2057,
"step": 62
},
{
"epoch": 0.5271966527196653,
"grad_norm": 0.7675544619560242,
"learning_rate": 8.199842702516583e-05,
"loss": 0.178,
"step": 63
},
{
"epoch": 0.5355648535564853,
"grad_norm": 0.7129813432693481,
"learning_rate": 8.135881792367686e-05,
"loss": 0.1655,
"step": 64
},
{
"epoch": 0.5439330543933054,
"grad_norm": 0.7832943201065063,
"learning_rate": 8.07106356344834e-05,
"loss": 0.1606,
"step": 65
},
{
"epoch": 0.5523012552301255,
"grad_norm": 0.7569060325622559,
"learning_rate": 8.005405736415126e-05,
"loss": 0.143,
"step": 66
},
{
"epoch": 0.5606694560669456,
"grad_norm": 0.7445584535598755,
"learning_rate": 7.938926261462366e-05,
"loss": 0.128,
"step": 67
},
{
"epoch": 0.5690376569037657,
"grad_norm": 0.5912233591079712,
"learning_rate": 7.871643313414718e-05,
"loss": 0.1289,
"step": 68
},
{
"epoch": 0.5774058577405857,
"grad_norm": 0.5939972996711731,
"learning_rate": 7.803575286758364e-05,
"loss": 0.1251,
"step": 69
},
{
"epoch": 0.5857740585774058,
"grad_norm": 0.5252910852432251,
"learning_rate": 7.734740790612136e-05,
"loss": 0.1211,
"step": 70
},
{
"epoch": 0.5941422594142259,
"grad_norm": 0.5812236666679382,
"learning_rate": 7.66515864363997e-05,
"loss": 0.1478,
"step": 71
},
{
"epoch": 0.602510460251046,
"grad_norm": 0.46988946199417114,
"learning_rate": 7.594847868906076e-05,
"loss": 0.1213,
"step": 72
},
{
"epoch": 0.6108786610878661,
"grad_norm": 0.4680638611316681,
"learning_rate": 7.52382768867422e-05,
"loss": 0.1172,
"step": 73
},
{
"epoch": 0.6192468619246861,
"grad_norm": 0.4192774295806885,
"learning_rate": 7.452117519152542e-05,
"loss": 0.1102,
"step": 74
},
{
"epoch": 0.6276150627615062,
"grad_norm": 0.4939725995063782,
"learning_rate": 7.379736965185368e-05,
"loss": 0.112,
"step": 75
},
{
"epoch": 0.6359832635983264,
"grad_norm": 0.3755834102630615,
"learning_rate": 7.30670581489344e-05,
"loss": 0.0967,
"step": 76
},
{
"epoch": 0.6443514644351465,
"grad_norm": 0.4578147530555725,
"learning_rate": 7.233044034264034e-05,
"loss": 0.092,
"step": 77
},
{
"epoch": 0.6527196652719666,
"grad_norm": 0.34847137331962585,
"learning_rate": 7.158771761692464e-05,
"loss": 0.0872,
"step": 78
},
{
"epoch": 0.6610878661087866,
"grad_norm": 0.6222680807113647,
"learning_rate": 7.083909302476453e-05,
"loss": 0.1088,
"step": 79
},
{
"epoch": 0.6694560669456067,
"grad_norm": 0.3839572072029114,
"learning_rate": 7.008477123264848e-05,
"loss": 0.0883,
"step": 80
},
{
"epoch": 0.6778242677824268,
"grad_norm": 0.6254891157150269,
"learning_rate": 6.932495846462261e-05,
"loss": 0.0723,
"step": 81
},
{
"epoch": 0.6861924686192469,
"grad_norm": 0.4347880780696869,
"learning_rate": 6.855986244591104e-05,
"loss": 0.0798,
"step": 82
},
{
"epoch": 0.694560669456067,
"grad_norm": 0.5865311622619629,
"learning_rate": 6.778969234612584e-05,
"loss": 0.0801,
"step": 83
},
{
"epoch": 0.702928870292887,
"grad_norm": 0.3609165549278259,
"learning_rate": 6.701465872208216e-05,
"loss": 0.056,
"step": 84
},
{
"epoch": 0.7112970711297071,
"grad_norm": 0.5713534951210022,
"learning_rate": 6.623497346023418e-05,
"loss": 0.0781,
"step": 85
},
{
"epoch": 0.7196652719665272,
"grad_norm": 0.8238276243209839,
"learning_rate": 6.545084971874738e-05,
"loss": 0.0878,
"step": 86
},
{
"epoch": 0.7280334728033473,
"grad_norm": 0.7100816369056702,
"learning_rate": 6.466250186922325e-05,
"loss": 0.0299,
"step": 87
},
{
"epoch": 0.7364016736401674,
"grad_norm": 1.6119959354400635,
"learning_rate": 6.387014543809223e-05,
"loss": 0.1945,
"step": 88
},
{
"epoch": 0.7447698744769874,
"grad_norm": 1.3309483528137207,
"learning_rate": 6.307399704769099e-05,
"loss": 0.2027,
"step": 89
},
{
"epoch": 0.7531380753138075,
"grad_norm": 1.1444945335388184,
"learning_rate": 6.227427435703997e-05,
"loss": 0.1986,
"step": 90
},
{
"epoch": 0.7615062761506276,
"grad_norm": 0.9420828223228455,
"learning_rate": 6.147119600233758e-05,
"loss": 0.1783,
"step": 91
},
{
"epoch": 0.7698744769874477,
"grad_norm": 0.7960387468338013,
"learning_rate": 6.066498153718735e-05,
"loss": 0.1642,
"step": 92
},
{
"epoch": 0.7782426778242678,
"grad_norm": 0.6485269069671631,
"learning_rate": 5.985585137257401e-05,
"loss": 0.1292,
"step": 93
},
{
"epoch": 0.7866108786610879,
"grad_norm": 0.7513681650161743,
"learning_rate": 5.90440267166055e-05,
"loss": 0.1737,
"step": 94
},
{
"epoch": 0.7949790794979079,
"grad_norm": 0.6703801155090332,
"learning_rate": 5.8229729514036705e-05,
"loss": 0.1357,
"step": 95
},
{
"epoch": 0.803347280334728,
"grad_norm": 0.7546550035476685,
"learning_rate": 5.74131823855921e-05,
"loss": 0.1346,
"step": 96
},
{
"epoch": 0.8117154811715481,
"grad_norm": 0.5935238003730774,
"learning_rate": 5.6594608567103456e-05,
"loss": 0.1048,
"step": 97
},
{
"epoch": 0.8200836820083682,
"grad_norm": 0.4116928279399872,
"learning_rate": 5.577423184847932e-05,
"loss": 0.0998,
"step": 98
},
{
"epoch": 0.8284518828451883,
"grad_norm": 0.5409568548202515,
"learning_rate": 5.495227651252315e-05,
"loss": 0.1126,
"step": 99
},
{
"epoch": 0.8368200836820083,
"grad_norm": 0.5066820979118347,
"learning_rate": 5.4128967273616625e-05,
"loss": 0.1014,
"step": 100
},
{
"epoch": 0.8368200836820083,
"eval_loss": 0.10415530204772949,
"eval_runtime": 4.076,
"eval_samples_per_second": 49.558,
"eval_steps_per_second": 12.512,
"step": 100
},
{
"epoch": 0.8451882845188284,
"grad_norm": 0.40647611021995544,
"learning_rate": 5.330452921628497e-05,
"loss": 0.1071,
"step": 101
},
{
"epoch": 0.8535564853556485,
"grad_norm": 0.3912857472896576,
"learning_rate": 5.247918773366112e-05,
"loss": 0.0873,
"step": 102
},
{
"epoch": 0.8619246861924686,
"grad_norm": 0.4201953411102295,
"learning_rate": 5.165316846586541e-05,
"loss": 0.0937,
"step": 103
},
{
"epoch": 0.8702928870292888,
"grad_norm": 0.45583081245422363,
"learning_rate": 5.0826697238317935e-05,
"loss": 0.0906,
"step": 104
},
{
"epoch": 0.8786610878661087,
"grad_norm": 0.39570245146751404,
"learning_rate": 5e-05,
"loss": 0.0873,
"step": 105
},
{
"epoch": 0.8870292887029289,
"grad_norm": 0.45384737849235535,
"learning_rate": 4.917330276168208e-05,
"loss": 0.1021,
"step": 106
},
{
"epoch": 0.895397489539749,
"grad_norm": 0.40736356377601624,
"learning_rate": 4.834683153413459e-05,
"loss": 0.0887,
"step": 107
},
{
"epoch": 0.9037656903765691,
"grad_norm": 0.42815500497817993,
"learning_rate": 4.7520812266338885e-05,
"loss": 0.0755,
"step": 108
},
{
"epoch": 0.9121338912133892,
"grad_norm": 0.3796560764312744,
"learning_rate": 4.669547078371504e-05,
"loss": 0.0783,
"step": 109
},
{
"epoch": 0.9205020920502092,
"grad_norm": 0.43120044469833374,
"learning_rate": 4.5871032726383386e-05,
"loss": 0.079,
"step": 110
},
{
"epoch": 0.9288702928870293,
"grad_norm": 0.4474979341030121,
"learning_rate": 4.504772348747687e-05,
"loss": 0.0907,
"step": 111
},
{
"epoch": 0.9372384937238494,
"grad_norm": 0.3411693274974823,
"learning_rate": 4.4225768151520694e-05,
"loss": 0.0518,
"step": 112
},
{
"epoch": 0.9456066945606695,
"grad_norm": 0.430654913187027,
"learning_rate": 4.3405391432896555e-05,
"loss": 0.0606,
"step": 113
},
{
"epoch": 0.9539748953974896,
"grad_norm": 0.4269810616970062,
"learning_rate": 4.2586817614407895e-05,
"loss": 0.0623,
"step": 114
},
{
"epoch": 0.9623430962343096,
"grad_norm": 0.4438549876213074,
"learning_rate": 4.17702704859633e-05,
"loss": 0.0568,
"step": 115
},
{
"epoch": 0.9707112970711297,
"grad_norm": 0.9744530916213989,
"learning_rate": 4.095597328339452e-05,
"loss": 0.0582,
"step": 116
},
{
"epoch": 0.9790794979079498,
"grad_norm": 0.8297134041786194,
"learning_rate": 4.0144148627425993e-05,
"loss": 0.1539,
"step": 117
},
{
"epoch": 0.9874476987447699,
"grad_norm": 0.795654833316803,
"learning_rate": 3.933501846281267e-05,
"loss": 0.1596,
"step": 118
},
{
"epoch": 0.99581589958159,
"grad_norm": 0.4995171129703522,
"learning_rate": 3.852880399766243e-05,
"loss": 0.0761,
"step": 119
},
{
"epoch": 1.006276150627615,
"grad_norm": 0.9617952704429626,
"learning_rate": 3.772572564296005e-05,
"loss": 0.138,
"step": 120
},
{
"epoch": 1.0146443514644352,
"grad_norm": 0.5126711130142212,
"learning_rate": 3.6926002952309016e-05,
"loss": 0.1132,
"step": 121
},
{
"epoch": 1.0230125523012552,
"grad_norm": 0.4848877191543579,
"learning_rate": 3.612985456190778e-05,
"loss": 0.1071,
"step": 122
},
{
"epoch": 1.0313807531380754,
"grad_norm": 0.44112974405288696,
"learning_rate": 3.533749813077677e-05,
"loss": 0.1004,
"step": 123
},
{
"epoch": 1.0397489539748954,
"grad_norm": 0.5203883647918701,
"learning_rate": 3.4549150281252636e-05,
"loss": 0.1179,
"step": 124
},
{
"epoch": 1.0481171548117154,
"grad_norm": 0.4299384653568268,
"learning_rate": 3.3765026539765834e-05,
"loss": 0.1128,
"step": 125
},
{
"epoch": 1.0564853556485356,
"grad_norm": 0.36720457673072815,
"learning_rate": 3.298534127791785e-05,
"loss": 0.0803,
"step": 126
},
{
"epoch": 1.0648535564853556,
"grad_norm": 0.38658344745635986,
"learning_rate": 3.221030765387417e-05,
"loss": 0.0782,
"step": 127
},
{
"epoch": 1.0732217573221758,
"grad_norm": 0.42113763093948364,
"learning_rate": 3.144013755408895e-05,
"loss": 0.0871,
"step": 128
},
{
"epoch": 1.0815899581589958,
"grad_norm": 0.31596583127975464,
"learning_rate": 3.0675041535377405e-05,
"loss": 0.0754,
"step": 129
},
{
"epoch": 1.0899581589958158,
"grad_norm": 0.4931642711162567,
"learning_rate": 2.991522876735154e-05,
"loss": 0.083,
"step": 130
},
{
"epoch": 1.098326359832636,
"grad_norm": 0.5247243046760559,
"learning_rate": 2.916090697523549e-05,
"loss": 0.0955,
"step": 131
},
{
"epoch": 1.106694560669456,
"grad_norm": 0.5747186541557312,
"learning_rate": 2.8412282383075363e-05,
"loss": 0.1038,
"step": 132
},
{
"epoch": 1.1150627615062763,
"grad_norm": 0.48280155658721924,
"learning_rate": 2.766955965735968e-05,
"loss": 0.0817,
"step": 133
},
{
"epoch": 1.1234309623430963,
"grad_norm": 0.40240225195884705,
"learning_rate": 2.693294185106562e-05,
"loss": 0.0714,
"step": 134
},
{
"epoch": 1.1317991631799162,
"grad_norm": 0.5216189026832581,
"learning_rate": 2.6202630348146324e-05,
"loss": 0.0755,
"step": 135
},
{
"epoch": 1.1401673640167365,
"grad_norm": 0.4143962860107422,
"learning_rate": 2.547882480847461e-05,
"loss": 0.0726,
"step": 136
},
{
"epoch": 1.1485355648535565,
"grad_norm": 0.33933359384536743,
"learning_rate": 2.476172311325783e-05,
"loss": 0.057,
"step": 137
},
{
"epoch": 1.1569037656903767,
"grad_norm": 0.44673094153404236,
"learning_rate": 2.405152131093926e-05,
"loss": 0.0569,
"step": 138
},
{
"epoch": 1.1652719665271967,
"grad_norm": 0.5124291181564331,
"learning_rate": 2.3348413563600325e-05,
"loss": 0.0813,
"step": 139
},
{
"epoch": 1.1736401673640167,
"grad_norm": 0.5399123430252075,
"learning_rate": 2.2652592093878666e-05,
"loss": 0.0778,
"step": 140
},
{
"epoch": 1.1820083682008369,
"grad_norm": 0.3727053999900818,
"learning_rate": 2.196424713241637e-05,
"loss": 0.0579,
"step": 141
},
{
"epoch": 1.1903765690376569,
"grad_norm": 0.4652441740036011,
"learning_rate": 2.128356686585282e-05,
"loss": 0.0662,
"step": 142
},
{
"epoch": 1.198744769874477,
"grad_norm": 0.47085118293762207,
"learning_rate": 2.061073738537635e-05,
"loss": 0.0554,
"step": 143
},
{
"epoch": 1.207112970711297,
"grad_norm": 0.5209120512008667,
"learning_rate": 1.9945942635848748e-05,
"loss": 0.0774,
"step": 144
},
{
"epoch": 1.215481171548117,
"grad_norm": 0.4766678214073181,
"learning_rate": 1.928936436551661e-05,
"loss": 0.0639,
"step": 145
},
{
"epoch": 1.2238493723849373,
"grad_norm": 0.4801768362522125,
"learning_rate": 1.8641182076323148e-05,
"loss": 0.0537,
"step": 146
},
{
"epoch": 1.2322175732217573,
"grad_norm": 0.5006198883056641,
"learning_rate": 1.800157297483417e-05,
"loss": 0.0554,
"step": 147
},
{
"epoch": 1.2405857740585775,
"grad_norm": 0.25908923149108887,
"learning_rate": 1.7370711923791567e-05,
"loss": 0.0186,
"step": 148
},
{
"epoch": 1.2489539748953975,
"grad_norm": 0.3488486409187317,
"learning_rate": 1.6748771394307585e-05,
"loss": 0.0464,
"step": 149
},
{
"epoch": 1.2573221757322175,
"grad_norm": 0.339759886264801,
"learning_rate": 1.6135921418712956e-05,
"loss": 0.0755,
"step": 150
},
{
"epoch": 1.2573221757322175,
"eval_loss": 0.07540635019540787,
"eval_runtime": 4.0734,
"eval_samples_per_second": 49.59,
"eval_steps_per_second": 12.52,
"step": 150
},
{
"epoch": 1.2656903765690377,
"grad_norm": 0.46243706345558167,
"learning_rate": 1.553232954407171e-05,
"loss": 0.0801,
"step": 151
},
{
"epoch": 1.2740585774058577,
"grad_norm": 0.5042285919189453,
"learning_rate": 1.4938160786375572e-05,
"loss": 0.0879,
"step": 152
},
{
"epoch": 1.282426778242678,
"grad_norm": 0.40524721145629883,
"learning_rate": 1.435357758543015e-05,
"loss": 0.0822,
"step": 153
},
{
"epoch": 1.290794979079498,
"grad_norm": 0.53237384557724,
"learning_rate": 1.3778739760445552e-05,
"loss": 0.0929,
"step": 154
},
{
"epoch": 1.299163179916318,
"grad_norm": 0.42031657695770264,
"learning_rate": 1.3213804466343421e-05,
"loss": 0.089,
"step": 155
},
{
"epoch": 1.3075313807531381,
"grad_norm": 0.5042240619659424,
"learning_rate": 1.2658926150792322e-05,
"loss": 0.1026,
"step": 156
},
{
"epoch": 1.3158995815899581,
"grad_norm": 0.4628152549266815,
"learning_rate": 1.2114256511983274e-05,
"loss": 0.0851,
"step": 157
},
{
"epoch": 1.3242677824267783,
"grad_norm": 0.44403648376464844,
"learning_rate": 1.157994445715706e-05,
"loss": 0.0951,
"step": 158
},
{
"epoch": 1.3326359832635983,
"grad_norm": 0.4312940239906311,
"learning_rate": 1.1056136061894384e-05,
"loss": 0.0795,
"step": 159
},
{
"epoch": 1.3410041841004183,
"grad_norm": 0.4085358679294586,
"learning_rate": 1.0542974530180327e-05,
"loss": 0.0788,
"step": 160
},
{
"epoch": 1.3493723849372385,
"grad_norm": 0.4423840641975403,
"learning_rate": 1.0040600155253765e-05,
"loss": 0.0651,
"step": 161
},
{
"epoch": 1.3577405857740585,
"grad_norm": 0.40247032046318054,
"learning_rate": 9.549150281252633e-06,
"loss": 0.0763,
"step": 162
},
{
"epoch": 1.3661087866108788,
"grad_norm": 0.3102400302886963,
"learning_rate": 9.068759265665384e-06,
"loss": 0.0576,
"step": 163
},
{
"epoch": 1.3744769874476988,
"grad_norm": 0.4078993797302246,
"learning_rate": 8.599558442598998e-06,
"loss": 0.0799,
"step": 164
},
{
"epoch": 1.3828451882845187,
"grad_norm": 0.38361629843711853,
"learning_rate": 8.141676086873572e-06,
"loss": 0.0719,
"step": 165
},
{
"epoch": 1.391213389121339,
"grad_norm": 0.35516804456710815,
"learning_rate": 7.695237378953223e-06,
"loss": 0.0563,
"step": 166
},
{
"epoch": 1.399581589958159,
"grad_norm": 0.41228997707366943,
"learning_rate": 7.260364370723044e-06,
"loss": 0.0562,
"step": 167
},
{
"epoch": 1.4079497907949792,
"grad_norm": 0.4330874979496002,
"learning_rate": 6.837175952121306e-06,
"loss": 0.0453,
"step": 168
},
{
"epoch": 1.4163179916317992,
"grad_norm": 0.42218998074531555,
"learning_rate": 6.425787818636131e-06,
"loss": 0.0623,
"step": 169
},
{
"epoch": 1.4246861924686192,
"grad_norm": 0.42319756746292114,
"learning_rate": 6.026312439675552e-06,
"loss": 0.0651,
"step": 170
},
{
"epoch": 1.4330543933054394,
"grad_norm": 0.49441656470298767,
"learning_rate": 5.6388590278194096e-06,
"loss": 0.067,
"step": 171
},
{
"epoch": 1.4414225941422594,
"grad_norm": 0.545095682144165,
"learning_rate": 5.263533508961827e-06,
"loss": 0.0738,
"step": 172
},
{
"epoch": 1.4497907949790796,
"grad_norm": 0.43782931566238403,
"learning_rate": 4.900438493352055e-06,
"loss": 0.04,
"step": 173
},
{
"epoch": 1.4581589958158996,
"grad_norm": 0.5489041209220886,
"learning_rate": 4.549673247541875e-06,
"loss": 0.0611,
"step": 174
},
{
"epoch": 1.4665271966527196,
"grad_norm": 0.6481680870056152,
"learning_rate": 4.2113336672471245e-06,
"loss": 0.0739,
"step": 175
},
{
"epoch": 1.4748953974895398,
"grad_norm": 0.47773656249046326,
"learning_rate": 3.885512251130763e-06,
"loss": 0.0393,
"step": 176
},
{
"epoch": 1.4832635983263598,
"grad_norm": 0.7584446668624878,
"learning_rate": 3.5722980755146517e-06,
"loss": 0.0588,
"step": 177
},
{
"epoch": 1.49163179916318,
"grad_norm": 0.5141351222991943,
"learning_rate": 3.271776770026963e-06,
"loss": 0.062,
"step": 178
},
{
"epoch": 1.5,
"grad_norm": 0.3798951804637909,
"learning_rate": 2.9840304941919415e-06,
"loss": 0.0641,
"step": 179
},
{
"epoch": 1.50836820083682,
"grad_norm": 0.3604261875152588,
"learning_rate": 2.7091379149682685e-06,
"loss": 0.0811,
"step": 180
},
{
"epoch": 1.5167364016736402,
"grad_norm": 0.439209908246994,
"learning_rate": 2.4471741852423237e-06,
"loss": 0.08,
"step": 181
},
{
"epoch": 1.5251046025104602,
"grad_norm": 0.3552025258541107,
"learning_rate": 2.1982109232821178e-06,
"loss": 0.0828,
"step": 182
},
{
"epoch": 1.5334728033472804,
"grad_norm": 0.303800106048584,
"learning_rate": 1.962316193157593e-06,
"loss": 0.0618,
"step": 183
},
{
"epoch": 1.5418410041841004,
"grad_norm": 0.3403530716896057,
"learning_rate": 1.7395544861325718e-06,
"loss": 0.0772,
"step": 184
},
{
"epoch": 1.5502092050209204,
"grad_norm": 0.36304283142089844,
"learning_rate": 1.5299867030334814e-06,
"loss": 0.0713,
"step": 185
},
{
"epoch": 1.5585774058577406,
"grad_norm": 0.29968687891960144,
"learning_rate": 1.333670137599713e-06,
"loss": 0.0695,
"step": 186
},
{
"epoch": 1.5669456066945606,
"grad_norm": 0.31096896529197693,
"learning_rate": 1.1506584608200367e-06,
"loss": 0.0565,
"step": 187
},
{
"epoch": 1.5753138075313808,
"grad_norm": 0.28852495551109314,
"learning_rate": 9.810017062595322e-07,
"loss": 0.0643,
"step": 188
},
{
"epoch": 1.5836820083682008,
"grad_norm": 0.3551935851573944,
"learning_rate": 8.247462563808817e-07,
"loss": 0.0687,
"step": 189
},
{
"epoch": 1.5920502092050208,
"grad_norm": 0.4174981415271759,
"learning_rate": 6.819348298638839e-07,
"loss": 0.0716,
"step": 190
},
{
"epoch": 1.600418410041841,
"grad_norm": 0.4366205930709839,
"learning_rate": 5.526064699265753e-07,
"loss": 0.0844,
"step": 191
},
{
"epoch": 1.608786610878661,
"grad_norm": 0.3251535892486572,
"learning_rate": 4.367965336512403e-07,
"loss": 0.0572,
"step": 192
},
{
"epoch": 1.6171548117154813,
"grad_norm": 0.395362913608551,
"learning_rate": 3.3453668231809286e-07,
"loss": 0.0628,
"step": 193
},
{
"epoch": 1.6255230125523012,
"grad_norm": 0.3689713180065155,
"learning_rate": 2.458548727494292e-07,
"loss": 0.0579,
"step": 194
},
{
"epoch": 1.6338912133891212,
"grad_norm": 0.30563849210739136,
"learning_rate": 1.7077534966650766e-07,
"loss": 0.0494,
"step": 195
},
{
"epoch": 1.6422594142259415,
"grad_norm": 0.38513022661209106,
"learning_rate": 1.0931863906127327e-07,
"loss": 0.0664,
"step": 196
},
{
"epoch": 1.6506276150627615,
"grad_norm": 0.4259626269340515,
"learning_rate": 6.150154258476315e-08,
"loss": 0.0607,
"step": 197
},
{
"epoch": 1.6589958158995817,
"grad_norm": 0.3634735345840454,
"learning_rate": 2.7337132953697554e-08,
"loss": 0.0429,
"step": 198
},
{
"epoch": 1.6673640167364017,
"grad_norm": 0.3379814624786377,
"learning_rate": 6.834750376549792e-09,
"loss": 0.0504,
"step": 199
},
{
"epoch": 1.6757322175732217,
"grad_norm": 0.5053329467773438,
"learning_rate": 0.0,
"loss": 0.0583,
"step": 200
},
{
"epoch": 1.6757322175732217,
"eval_loss": 0.061369236558675766,
"eval_runtime": 4.0734,
"eval_samples_per_second": 49.59,
"eval_steps_per_second": 12.52,
"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": 4.26629570494464e+16,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}