prxy5604's picture
Training in progress, step 173, checkpoint
330f4e5 verified
raw
history blame
31.2 kB
{
"best_metric": 0.4396902620792389,
"best_model_checkpoint": "miner_id_24/checkpoint-100",
"epoch": 3.008695652173913,
"eval_steps": 50,
"global_step": 173,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.017391304347826087,
"grad_norm": 8.883275032043457,
"learning_rate": 1e-05,
"loss": 4.2926,
"step": 1
},
{
"epoch": 0.017391304347826087,
"eval_loss": 1.9020391702651978,
"eval_runtime": 9.0598,
"eval_samples_per_second": 10.707,
"eval_steps_per_second": 2.759,
"step": 1
},
{
"epoch": 0.034782608695652174,
"grad_norm": 18.399316787719727,
"learning_rate": 2e-05,
"loss": 4.2206,
"step": 2
},
{
"epoch": 0.05217391304347826,
"grad_norm": 18.08584213256836,
"learning_rate": 3e-05,
"loss": 4.1941,
"step": 3
},
{
"epoch": 0.06956521739130435,
"grad_norm": 18.791566848754883,
"learning_rate": 4e-05,
"loss": 3.7203,
"step": 4
},
{
"epoch": 0.08695652173913043,
"grad_norm": 14.128814697265625,
"learning_rate": 5e-05,
"loss": 2.8787,
"step": 5
},
{
"epoch": 0.10434782608695652,
"grad_norm": 13.8895263671875,
"learning_rate": 6e-05,
"loss": 2.7352,
"step": 6
},
{
"epoch": 0.12173913043478261,
"grad_norm": 12.573573112487793,
"learning_rate": 7e-05,
"loss": 1.7571,
"step": 7
},
{
"epoch": 0.1391304347826087,
"grad_norm": 17.67091178894043,
"learning_rate": 8e-05,
"loss": 2.9257,
"step": 8
},
{
"epoch": 0.1565217391304348,
"grad_norm": 26.21525001525879,
"learning_rate": 9e-05,
"loss": 3.6193,
"step": 9
},
{
"epoch": 0.17391304347826086,
"grad_norm": 32.96034622192383,
"learning_rate": 0.0001,
"loss": 3.5862,
"step": 10
},
{
"epoch": 0.19130434782608696,
"grad_norm": 34.51445388793945,
"learning_rate": 9.999071352056675e-05,
"loss": 2.0717,
"step": 11
},
{
"epoch": 0.20869565217391303,
"grad_norm": 20.016292572021484,
"learning_rate": 9.9962857531815e-05,
"loss": 2.6985,
"step": 12
},
{
"epoch": 0.22608695652173913,
"grad_norm": 29.78652572631836,
"learning_rate": 9.99164423811074e-05,
"loss": 2.7999,
"step": 13
},
{
"epoch": 0.24347826086956523,
"grad_norm": 103.21263122558594,
"learning_rate": 9.985148530977767e-05,
"loss": 4.0946,
"step": 14
},
{
"epoch": 0.2608695652173913,
"grad_norm": 13.88134765625,
"learning_rate": 9.976801044672608e-05,
"loss": 4.4529,
"step": 15
},
{
"epoch": 0.2782608695652174,
"grad_norm": 12.383321762084961,
"learning_rate": 9.966604879945659e-05,
"loss": 4.0322,
"step": 16
},
{
"epoch": 0.2956521739130435,
"grad_norm": 16.159950256347656,
"learning_rate": 9.954563824255878e-05,
"loss": 3.4233,
"step": 17
},
{
"epoch": 0.3130434782608696,
"grad_norm": 10.361807823181152,
"learning_rate": 9.940682350363912e-05,
"loss": 2.4715,
"step": 18
},
{
"epoch": 0.33043478260869563,
"grad_norm": 11.233977317810059,
"learning_rate": 9.924965614670629e-05,
"loss": 3.0579,
"step": 19
},
{
"epoch": 0.34782608695652173,
"grad_norm": 9.937857627868652,
"learning_rate": 9.907419455301741e-05,
"loss": 1.8839,
"step": 20
},
{
"epoch": 0.3652173913043478,
"grad_norm": 11.618575096130371,
"learning_rate": 9.888050389939172e-05,
"loss": 2.0335,
"step": 21
},
{
"epoch": 0.3826086956521739,
"grad_norm": 12.595673561096191,
"learning_rate": 9.866865613400008e-05,
"loss": 2.1181,
"step": 22
},
{
"epoch": 0.4,
"grad_norm": 18.374019622802734,
"learning_rate": 9.843872994963911e-05,
"loss": 4.7754,
"step": 23
},
{
"epoch": 0.41739130434782606,
"grad_norm": 20.49725914001465,
"learning_rate": 9.819081075450014e-05,
"loss": 1.8529,
"step": 24
},
{
"epoch": 0.43478260869565216,
"grad_norm": 9.583206176757812,
"learning_rate": 9.792499064044342e-05,
"loss": 1.1469,
"step": 25
},
{
"epoch": 0.45217391304347826,
"grad_norm": 14.794954299926758,
"learning_rate": 9.764136834878986e-05,
"loss": 1.3944,
"step": 26
},
{
"epoch": 0.46956521739130436,
"grad_norm": 17.454011917114258,
"learning_rate": 9.734004923364257e-05,
"loss": 2.2708,
"step": 27
},
{
"epoch": 0.48695652173913045,
"grad_norm": 42.63334274291992,
"learning_rate": 9.702114522275216e-05,
"loss": 1.3025,
"step": 28
},
{
"epoch": 0.5043478260869565,
"grad_norm": 8.601645469665527,
"learning_rate": 9.66847747759402e-05,
"loss": 4.1274,
"step": 29
},
{
"epoch": 0.5217391304347826,
"grad_norm": 10.501288414001465,
"learning_rate": 9.63310628410961e-05,
"loss": 3.3343,
"step": 30
},
{
"epoch": 0.5391304347826087,
"grad_norm": 10.755828857421875,
"learning_rate": 9.596014080776423e-05,
"loss": 1.7963,
"step": 31
},
{
"epoch": 0.5565217391304348,
"grad_norm": 7.994204044342041,
"learning_rate": 9.557214645833792e-05,
"loss": 1.995,
"step": 32
},
{
"epoch": 0.5739130434782609,
"grad_norm": 11.35947322845459,
"learning_rate": 9.516722391687902e-05,
"loss": 2.3837,
"step": 33
},
{
"epoch": 0.591304347826087,
"grad_norm": 9.96140193939209,
"learning_rate": 9.474552359558166e-05,
"loss": 1.6152,
"step": 34
},
{
"epoch": 0.6086956521739131,
"grad_norm": 8.912185668945312,
"learning_rate": 9.43072021389003e-05,
"loss": 2.9803,
"step": 35
},
{
"epoch": 0.6260869565217392,
"grad_norm": 14.464909553527832,
"learning_rate": 9.38524223653626e-05,
"loss": 2.7963,
"step": 36
},
{
"epoch": 0.6434782608695652,
"grad_norm": 11.840982437133789,
"learning_rate": 9.338135320708911e-05,
"loss": 3.135,
"step": 37
},
{
"epoch": 0.6608695652173913,
"grad_norm": 11.059337615966797,
"learning_rate": 9.289416964704185e-05,
"loss": 1.1317,
"step": 38
},
{
"epoch": 0.6782608695652174,
"grad_norm": 10.759260177612305,
"learning_rate": 9.239105265402525e-05,
"loss": 1.2317,
"step": 39
},
{
"epoch": 0.6956521739130435,
"grad_norm": 8.21378231048584,
"learning_rate": 9.187218911546362e-05,
"loss": 0.8413,
"step": 40
},
{
"epoch": 0.7130434782608696,
"grad_norm": 17.352684020996094,
"learning_rate": 9.133777176798013e-05,
"loss": 1.3149,
"step": 41
},
{
"epoch": 0.7304347826086957,
"grad_norm": 26.137418746948242,
"learning_rate": 9.078799912580304e-05,
"loss": 2.0237,
"step": 42
},
{
"epoch": 0.7478260869565218,
"grad_norm": 8.654214859008789,
"learning_rate": 9.022307540702576e-05,
"loss": 3.6969,
"step": 43
},
{
"epoch": 0.7652173913043478,
"grad_norm": 11.014862060546875,
"learning_rate": 8.964321045774807e-05,
"loss": 3.2013,
"step": 44
},
{
"epoch": 0.782608695652174,
"grad_norm": 8.544939994812012,
"learning_rate": 8.904861967412703e-05,
"loss": 3.5936,
"step": 45
},
{
"epoch": 0.8,
"grad_norm": 10.577417373657227,
"learning_rate": 8.843952392236594e-05,
"loss": 2.7795,
"step": 46
},
{
"epoch": 0.8173913043478261,
"grad_norm": 8.548279762268066,
"learning_rate": 8.781614945667169e-05,
"loss": 2.1591,
"step": 47
},
{
"epoch": 0.8347826086956521,
"grad_norm": 9.758591651916504,
"learning_rate": 8.717872783521047e-05,
"loss": 2.1567,
"step": 48
},
{
"epoch": 0.8521739130434782,
"grad_norm": 9.762876510620117,
"learning_rate": 8.65274958340934e-05,
"loss": 2.3352,
"step": 49
},
{
"epoch": 0.8695652173913043,
"grad_norm": 8.696921348571777,
"learning_rate": 8.586269535942385e-05,
"loss": 2.2677,
"step": 50
},
{
"epoch": 0.8695652173913043,
"eval_loss": 0.4909374713897705,
"eval_runtime": 9.2435,
"eval_samples_per_second": 10.494,
"eval_steps_per_second": 2.705,
"step": 50
},
{
"epoch": 0.8869565217391304,
"grad_norm": 11.873095512390137,
"learning_rate": 8.518457335743926e-05,
"loss": 2.753,
"step": 51
},
{
"epoch": 0.9043478260869565,
"grad_norm": 12.200470924377441,
"learning_rate": 8.449338172278059e-05,
"loss": 2.466,
"step": 52
},
{
"epoch": 0.9217391304347826,
"grad_norm": 26.438901901245117,
"learning_rate": 8.378937720492384e-05,
"loss": 1.0808,
"step": 53
},
{
"epoch": 0.9391304347826087,
"grad_norm": 22.44983673095703,
"learning_rate": 8.307282131280804e-05,
"loss": 0.7925,
"step": 54
},
{
"epoch": 0.9565217391304348,
"grad_norm": 9.913865089416504,
"learning_rate": 8.23439802176954e-05,
"loss": 1.5618,
"step": 55
},
{
"epoch": 0.9739130434782609,
"grad_norm": 106.08903503417969,
"learning_rate": 8.160312465429952e-05,
"loss": 2.0868,
"step": 56
},
{
"epoch": 0.991304347826087,
"grad_norm": 10.000048637390137,
"learning_rate": 8.085052982021847e-05,
"loss": 2.5997,
"step": 57
},
{
"epoch": 1.008695652173913,
"grad_norm": 9.5238676071167,
"learning_rate": 8.008647527371023e-05,
"loss": 2.9929,
"step": 58
},
{
"epoch": 1.0260869565217392,
"grad_norm": 5.974183082580566,
"learning_rate": 7.931124482984802e-05,
"loss": 2.2291,
"step": 59
},
{
"epoch": 1.0434782608695652,
"grad_norm": 7.498763561248779,
"learning_rate": 7.85251264550948e-05,
"loss": 1.6798,
"step": 60
},
{
"epoch": 1.0608695652173914,
"grad_norm": 6.492100715637207,
"learning_rate": 7.772841216033533e-05,
"loss": 1.8157,
"step": 61
},
{
"epoch": 1.0782608695652174,
"grad_norm": 6.82267951965332,
"learning_rate": 7.692139789240611e-05,
"loss": 1.2322,
"step": 62
},
{
"epoch": 1.0956521739130434,
"grad_norm": 5.267804145812988,
"learning_rate": 7.610438342416319e-05,
"loss": 1.5287,
"step": 63
},
{
"epoch": 1.1130434782608696,
"grad_norm": 5.903561115264893,
"learning_rate": 7.527767224312883e-05,
"loss": 0.9725,
"step": 64
},
{
"epoch": 1.1304347826086956,
"grad_norm": 6.4522624015808105,
"learning_rate": 7.44415714387582e-05,
"loss": 1.1919,
"step": 65
},
{
"epoch": 1.1478260869565218,
"grad_norm": 12.900763511657715,
"learning_rate": 7.359639158836828e-05,
"loss": 1.3117,
"step": 66
},
{
"epoch": 1.1652173913043478,
"grad_norm": 8.239570617675781,
"learning_rate": 7.274244664177097e-05,
"loss": 1.0773,
"step": 67
},
{
"epoch": 1.182608695652174,
"grad_norm": 6.0005364418029785,
"learning_rate": 7.188005380465364e-05,
"loss": 0.3932,
"step": 68
},
{
"epoch": 1.2,
"grad_norm": 8.502946853637695,
"learning_rate": 7.10095334207501e-05,
"loss": 0.9309,
"step": 69
},
{
"epoch": 1.2173913043478262,
"grad_norm": 13.114483833312988,
"learning_rate": 7.013120885284598e-05,
"loss": 0.6948,
"step": 70
},
{
"epoch": 1.2347826086956522,
"grad_norm": 12.373690605163574,
"learning_rate": 6.924540636266272e-05,
"loss": 1.1723,
"step": 71
},
{
"epoch": 1.2521739130434781,
"grad_norm": 8.012110710144043,
"learning_rate": 6.835245498966461e-05,
"loss": 2.3979,
"step": 72
},
{
"epoch": 1.2695652173913043,
"grad_norm": 7.275670528411865,
"learning_rate": 6.745268642883404e-05,
"loss": 2.593,
"step": 73
},
{
"epoch": 1.2869565217391306,
"grad_norm": 8.32419490814209,
"learning_rate": 6.654643490746042e-05,
"loss": 1.9259,
"step": 74
},
{
"epoch": 1.3043478260869565,
"grad_norm": 6.298715591430664,
"learning_rate": 6.563403706098833e-05,
"loss": 1.7114,
"step": 75
},
{
"epoch": 1.3217391304347825,
"grad_norm": 8.741583824157715,
"learning_rate": 6.471583180797121e-05,
"loss": 1.3124,
"step": 76
},
{
"epoch": 1.3391304347826087,
"grad_norm": 6.135732650756836,
"learning_rate": 6.379216022417696e-05,
"loss": 1.1135,
"step": 77
},
{
"epoch": 1.3565217391304347,
"grad_norm": 7.119026184082031,
"learning_rate": 6.286336541589224e-05,
"loss": 0.8562,
"step": 78
},
{
"epoch": 1.373913043478261,
"grad_norm": 5.54868221282959,
"learning_rate": 6.192979239247243e-05,
"loss": 0.9345,
"step": 79
},
{
"epoch": 1.391304347826087,
"grad_norm": 5.854312896728516,
"learning_rate": 6.0991787938184784e-05,
"loss": 0.9421,
"step": 80
},
{
"epoch": 1.4086956521739131,
"grad_norm": 8.708279609680176,
"learning_rate": 6.004970048339226e-05,
"loss": 1.6717,
"step": 81
},
{
"epoch": 1.4260869565217391,
"grad_norm": 14.216882705688477,
"learning_rate": 5.910387997512573e-05,
"loss": 1.0587,
"step": 82
},
{
"epoch": 1.4434782608695653,
"grad_norm": 9.43204116821289,
"learning_rate": 5.8154677747093134e-05,
"loss": 0.3196,
"step": 83
},
{
"epoch": 1.4608695652173913,
"grad_norm": 21.38327980041504,
"learning_rate": 5.7202446389173223e-05,
"loss": 0.6099,
"step": 84
},
{
"epoch": 1.4782608695652173,
"grad_norm": 12.446172714233398,
"learning_rate": 5.624753961644281e-05,
"loss": 0.5437,
"step": 85
},
{
"epoch": 1.4956521739130435,
"grad_norm": 19.80995750427246,
"learning_rate": 5.5290312137786146e-05,
"loss": 1.503,
"step": 86
},
{
"epoch": 1.5130434782608697,
"grad_norm": 5.809496879577637,
"learning_rate": 5.433111952413495e-05,
"loss": 2.0654,
"step": 87
},
{
"epoch": 1.5304347826086957,
"grad_norm": 7.104956150054932,
"learning_rate": 5.33703180763884e-05,
"loss": 1.8031,
"step": 88
},
{
"epoch": 1.5478260869565217,
"grad_norm": 8.171567916870117,
"learning_rate": 5.240826469306187e-05,
"loss": 1.3728,
"step": 89
},
{
"epoch": 1.5652173913043477,
"grad_norm": 7.269556522369385,
"learning_rate": 5.144531673771363e-05,
"loss": 1.2346,
"step": 90
},
{
"epoch": 1.5826086956521739,
"grad_norm": 5.152873992919922,
"learning_rate": 5.048183190619904e-05,
"loss": 0.7145,
"step": 91
},
{
"epoch": 1.6,
"grad_norm": 6.587265491485596,
"learning_rate": 4.951816809380097e-05,
"loss": 1.0577,
"step": 92
},
{
"epoch": 1.617391304347826,
"grad_norm": 7.419044017791748,
"learning_rate": 4.855468326228638e-05,
"loss": 1.4921,
"step": 93
},
{
"epoch": 1.634782608695652,
"grad_norm": 7.340956687927246,
"learning_rate": 4.759173530693814e-05,
"loss": 1.1331,
"step": 94
},
{
"epoch": 1.6521739130434783,
"grad_norm": 9.950460433959961,
"learning_rate": 4.6629681923611603e-05,
"loss": 1.1272,
"step": 95
},
{
"epoch": 1.6695652173913045,
"grad_norm": 26.5368595123291,
"learning_rate": 4.566888047586507e-05,
"loss": 0.6709,
"step": 96
},
{
"epoch": 1.6869565217391305,
"grad_norm": 7.289899826049805,
"learning_rate": 4.4709687862213866e-05,
"loss": 0.5705,
"step": 97
},
{
"epoch": 1.7043478260869565,
"grad_norm": 30.423858642578125,
"learning_rate": 4.3752460383557195e-05,
"loss": 1.0803,
"step": 98
},
{
"epoch": 1.7217391304347827,
"grad_norm": 9.387825965881348,
"learning_rate": 4.27975536108268e-05,
"loss": 0.5288,
"step": 99
},
{
"epoch": 1.7391304347826086,
"grad_norm": 15.499227523803711,
"learning_rate": 4.1845322252906864e-05,
"loss": 2.4856,
"step": 100
},
{
"epoch": 1.7391304347826086,
"eval_loss": 0.4396902620792389,
"eval_runtime": 9.2547,
"eval_samples_per_second": 10.481,
"eval_steps_per_second": 2.701,
"step": 100
},
{
"epoch": 1.7565217391304349,
"grad_norm": 9.441740989685059,
"learning_rate": 4.0896120024874286e-05,
"loss": 2.5925,
"step": 101
},
{
"epoch": 1.7739130434782608,
"grad_norm": 6.262640953063965,
"learning_rate": 3.9950299516607766e-05,
"loss": 1.9076,
"step": 102
},
{
"epoch": 1.7913043478260868,
"grad_norm": 6.341916084289551,
"learning_rate": 3.900821206181521e-05,
"loss": 1.2718,
"step": 103
},
{
"epoch": 1.808695652173913,
"grad_norm": 6.276321887969971,
"learning_rate": 3.8070207607527584e-05,
"loss": 1.3664,
"step": 104
},
{
"epoch": 1.8260869565217392,
"grad_norm": 6.208406925201416,
"learning_rate": 3.713663458410779e-05,
"loss": 0.9109,
"step": 105
},
{
"epoch": 1.8434782608695652,
"grad_norm": 4.897834300994873,
"learning_rate": 3.620783977582305e-05,
"loss": 0.7668,
"step": 106
},
{
"epoch": 1.8608695652173912,
"grad_norm": 7.578703880310059,
"learning_rate": 3.528416819202881e-05,
"loss": 1.0439,
"step": 107
},
{
"epoch": 1.8782608695652174,
"grad_norm": 7.348963737487793,
"learning_rate": 3.43659629390117e-05,
"loss": 1.5878,
"step": 108
},
{
"epoch": 1.8956521739130436,
"grad_norm": 9.581995964050293,
"learning_rate": 3.345356509253959e-05,
"loss": 1.3644,
"step": 109
},
{
"epoch": 1.9130434782608696,
"grad_norm": 10.65773868560791,
"learning_rate": 3.254731357116597e-05,
"loss": 0.4552,
"step": 110
},
{
"epoch": 1.9304347826086956,
"grad_norm": 8.8335542678833,
"learning_rate": 3.16475450103354e-05,
"loss": 0.2004,
"step": 111
},
{
"epoch": 1.9478260869565216,
"grad_norm": 4.476780891418457,
"learning_rate": 3.0754593637337276e-05,
"loss": 0.3355,
"step": 112
},
{
"epoch": 1.9652173913043478,
"grad_norm": 6.725592613220215,
"learning_rate": 2.986879114715403e-05,
"loss": 0.4255,
"step": 113
},
{
"epoch": 1.982608695652174,
"grad_norm": 4.152976989746094,
"learning_rate": 2.899046657924992e-05,
"loss": 1.3199,
"step": 114
},
{
"epoch": 2.0,
"grad_norm": 8.147799491882324,
"learning_rate": 2.8119946195346375e-05,
"loss": 1.0268,
"step": 115
},
{
"epoch": 2.017391304347826,
"grad_norm": 3.997720241546631,
"learning_rate": 2.7257553358229034e-05,
"loss": 2.3721,
"step": 116
},
{
"epoch": 2.034782608695652,
"grad_norm": 4.236757755279541,
"learning_rate": 2.6403608411631742e-05,
"loss": 1.0922,
"step": 117
},
{
"epoch": 2.0521739130434784,
"grad_norm": 4.957376956939697,
"learning_rate": 2.555842856124182e-05,
"loss": 0.9086,
"step": 118
},
{
"epoch": 2.0695652173913044,
"grad_norm": 5.636981964111328,
"learning_rate": 2.472232775687119e-05,
"loss": 0.5955,
"step": 119
},
{
"epoch": 2.0869565217391304,
"grad_norm": 3.7651617527008057,
"learning_rate": 2.389561657583681e-05,
"loss": 0.4258,
"step": 120
},
{
"epoch": 2.1043478260869564,
"grad_norm": 4.104703903198242,
"learning_rate": 2.30786021075939e-05,
"loss": 0.3615,
"step": 121
},
{
"epoch": 2.121739130434783,
"grad_norm": 4.564859390258789,
"learning_rate": 2.2271587839664672e-05,
"loss": 0.3972,
"step": 122
},
{
"epoch": 2.139130434782609,
"grad_norm": 5.188112735748291,
"learning_rate": 2.1474873544905205e-05,
"loss": 0.5548,
"step": 123
},
{
"epoch": 2.1565217391304348,
"grad_norm": 5.654900550842285,
"learning_rate": 2.0688755170151996e-05,
"loss": 0.6482,
"step": 124
},
{
"epoch": 2.1739130434782608,
"grad_norm": 6.888501167297363,
"learning_rate": 1.9913524726289784e-05,
"loss": 0.3852,
"step": 125
},
{
"epoch": 2.1913043478260867,
"grad_norm": 6.729064464569092,
"learning_rate": 1.914947017978153e-05,
"loss": 0.282,
"step": 126
},
{
"epoch": 2.208695652173913,
"grad_norm": 8.329999923706055,
"learning_rate": 1.8396875345700497e-05,
"loss": 0.1444,
"step": 127
},
{
"epoch": 2.226086956521739,
"grad_norm": 9.099133491516113,
"learning_rate": 1.76560197823046e-05,
"loss": 0.435,
"step": 128
},
{
"epoch": 2.243478260869565,
"grad_norm": 3.2181084156036377,
"learning_rate": 1.692717868719195e-05,
"loss": 0.03,
"step": 129
},
{
"epoch": 2.260869565217391,
"grad_norm": 5.805236339569092,
"learning_rate": 1.621062279507617e-05,
"loss": 1.2943,
"step": 130
},
{
"epoch": 2.2782608695652176,
"grad_norm": 9.254953384399414,
"learning_rate": 1.550661827721941e-05,
"loss": 1.424,
"step": 131
},
{
"epoch": 2.2956521739130435,
"grad_norm": 7.753330230712891,
"learning_rate": 1.4815426642560754e-05,
"loss": 0.8185,
"step": 132
},
{
"epoch": 2.3130434782608695,
"grad_norm": 9.017913818359375,
"learning_rate": 1.413730464057616e-05,
"loss": 0.7997,
"step": 133
},
{
"epoch": 2.3304347826086955,
"grad_norm": 6.765071868896484,
"learning_rate": 1.3472504165906613e-05,
"loss": 0.4594,
"step": 134
},
{
"epoch": 2.3478260869565215,
"grad_norm": 4.712010860443115,
"learning_rate": 1.2821272164789544e-05,
"loss": 0.2742,
"step": 135
},
{
"epoch": 2.365217391304348,
"grad_norm": 4.8088250160217285,
"learning_rate": 1.2183850543328312e-05,
"loss": 0.2534,
"step": 136
},
{
"epoch": 2.382608695652174,
"grad_norm": 10.322266578674316,
"learning_rate": 1.156047607763407e-05,
"loss": 0.4052,
"step": 137
},
{
"epoch": 2.4,
"grad_norm": 15.81982421875,
"learning_rate": 1.0951380325872979e-05,
"loss": 0.5153,
"step": 138
},
{
"epoch": 2.417391304347826,
"grad_norm": 4.597114562988281,
"learning_rate": 1.0356789542251938e-05,
"loss": 0.1805,
"step": 139
},
{
"epoch": 2.4347826086956523,
"grad_norm": 10.027156829833984,
"learning_rate": 9.776924592974256e-06,
"loss": 0.084,
"step": 140
},
{
"epoch": 2.4521739130434783,
"grad_norm": 4.2314276695251465,
"learning_rate": 9.212000874196953e-06,
"loss": 0.1051,
"step": 141
},
{
"epoch": 2.4695652173913043,
"grad_norm": 6.991565704345703,
"learning_rate": 8.662228232019876e-06,
"loss": 0.3733,
"step": 142
},
{
"epoch": 2.4869565217391303,
"grad_norm": 5.351903915405273,
"learning_rate": 8.127810884536403e-06,
"loss": 0.0471,
"step": 143
},
{
"epoch": 2.5043478260869563,
"grad_norm": 5.928205966949463,
"learning_rate": 7.60894734597476e-06,
"loss": 2.3398,
"step": 144
},
{
"epoch": 2.5217391304347827,
"grad_norm": 8.773082733154297,
"learning_rate": 7.105830352958142e-06,
"loss": 1.3465,
"step": 145
},
{
"epoch": 2.5391304347826087,
"grad_norm": 5.912259578704834,
"learning_rate": 6.618646792910893e-06,
"loss": 0.8377,
"step": 146
},
{
"epoch": 2.5565217391304347,
"grad_norm": 5.538220405578613,
"learning_rate": 6.147577634637414e-06,
"loss": 0.4977,
"step": 147
},
{
"epoch": 2.573913043478261,
"grad_norm": 6.276126861572266,
"learning_rate": 5.692797861099719e-06,
"loss": 0.4744,
"step": 148
},
{
"epoch": 2.591304347826087,
"grad_norm": 5.5036396980285645,
"learning_rate": 5.25447640441834e-06,
"loss": 0.4011,
"step": 149
},
{
"epoch": 2.608695652173913,
"grad_norm": 4.149447441101074,
"learning_rate": 4.832776083120982e-06,
"loss": 0.22,
"step": 150
},
{
"epoch": 2.608695652173913,
"eval_loss": 0.5425323247909546,
"eval_runtime": 9.2404,
"eval_samples_per_second": 10.497,
"eval_steps_per_second": 2.706,
"step": 150
},
{
"epoch": 2.626086956521739,
"grad_norm": 5.254273414611816,
"learning_rate": 4.427853541662091e-06,
"loss": 0.425,
"step": 151
},
{
"epoch": 2.643478260869565,
"grad_norm": 10.881125450134277,
"learning_rate": 4.039859192235779e-06,
"loss": 0.6446,
"step": 152
},
{
"epoch": 2.660869565217391,
"grad_norm": 8.573467254638672,
"learning_rate": 3.668937158903901e-06,
"loss": 0.1585,
"step": 153
},
{
"epoch": 2.6782608695652175,
"grad_norm": 8.719847679138184,
"learning_rate": 3.315225224059809e-06,
"loss": 0.3111,
"step": 154
},
{
"epoch": 2.6956521739130435,
"grad_norm": 4.025722026824951,
"learning_rate": 2.9788547772478416e-06,
"loss": 0.3628,
"step": 155
},
{
"epoch": 2.7130434782608694,
"grad_norm": 12.714775085449219,
"learning_rate": 2.6599507663574384e-06,
"loss": 0.2022,
"step": 156
},
{
"epoch": 2.730434782608696,
"grad_norm": 17.537216186523438,
"learning_rate": 2.3586316512101416e-06,
"loss": 0.1643,
"step": 157
},
{
"epoch": 2.747826086956522,
"grad_norm": 6.424210071563721,
"learning_rate": 2.0750093595565733e-06,
"loss": 2.195,
"step": 158
},
{
"epoch": 2.765217391304348,
"grad_norm": 6.1707048416137695,
"learning_rate": 1.8091892454998594e-06,
"loss": 0.915,
"step": 159
},
{
"epoch": 2.782608695652174,
"grad_norm": 9.390337944030762,
"learning_rate": 1.5612700503608968e-06,
"loss": 0.8495,
"step": 160
},
{
"epoch": 2.8,
"grad_norm": 4.434484958648682,
"learning_rate": 1.33134386599994e-06,
"loss": 0.3239,
"step": 161
},
{
"epoch": 2.8173913043478263,
"grad_norm": 6.292799472808838,
"learning_rate": 1.1194961006082972e-06,
"loss": 0.5492,
"step": 162
},
{
"epoch": 2.8347826086956522,
"grad_norm": 4.593890190124512,
"learning_rate": 9.258054469825972e-07,
"loss": 0.3086,
"step": 163
},
{
"epoch": 2.8521739130434782,
"grad_norm": 5.500854969024658,
"learning_rate": 7.503438532937168e-07,
"loss": 0.2752,
"step": 164
},
{
"epoch": 2.869565217391304,
"grad_norm": 9.617355346679688,
"learning_rate": 5.931764963608866e-07,
"loss": 0.3153,
"step": 165
},
{
"epoch": 2.8869565217391306,
"grad_norm": 7.330923080444336,
"learning_rate": 4.543617574412184e-07,
"loss": 0.6061,
"step": 166
},
{
"epoch": 2.9043478260869566,
"grad_norm": 4.938751220703125,
"learning_rate": 3.339512005434309e-07,
"loss": 0.2001,
"step": 167
},
{
"epoch": 2.9217391304347826,
"grad_norm": 9.237695693969727,
"learning_rate": 2.319895532739369e-07,
"loss": 0.1176,
"step": 168
},
{
"epoch": 2.9391304347826086,
"grad_norm": 13.457283973693848,
"learning_rate": 1.4851469022234e-07,
"loss": 0.2774,
"step": 169
},
{
"epoch": 2.9565217391304346,
"grad_norm": 2.380657911300659,
"learning_rate": 8.355761889260461e-08,
"loss": 0.042,
"step": 170
},
{
"epoch": 2.973913043478261,
"grad_norm": 12.363837242126465,
"learning_rate": 3.7142468185014104e-08,
"loss": 0.1025,
"step": 171
},
{
"epoch": 2.991304347826087,
"grad_norm": 5.269643783569336,
"learning_rate": 9.286479433257e-09,
"loss": 1.1058,
"step": 172
},
{
"epoch": 3.008695652173913,
"grad_norm": 4.399047374725342,
"learning_rate": 0.0,
"loss": 1.715,
"step": 173
}
],
"logging_steps": 1,
"max_steps": 173,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"save_steps": 50,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 5,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 1
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 2.5064824501174272e+17,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}