CbI3PAHb's picture
Upload folder using huggingface_hub
ae7d749 verified
{
"best_metric": 0.9769736842105263,
"best_model_checkpoint": "ai_vs_real_image_detection/checkpoint-140",
"epoch": 9.565217391304348,
"eval_steps": 10,
"global_step": 220,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.04,
"grad_norm": 67.0071029663086,
"learning_rate": 5e-06,
"loss": 2.1934,
"step": 1
},
{
"epoch": 0.09,
"grad_norm": 110.92020416259766,
"learning_rate": 1e-05,
"loss": 0.6235,
"step": 2
},
{
"epoch": 0.13,
"grad_norm": 145.63641357421875,
"learning_rate": 1.5e-05,
"loss": 2.5218,
"step": 3
},
{
"epoch": 0.17,
"grad_norm": 220.67752075195312,
"learning_rate": 2e-05,
"loss": 3.0083,
"step": 4
},
{
"epoch": 0.22,
"grad_norm": 73.61774444580078,
"learning_rate": 2.5e-05,
"loss": 0.9029,
"step": 5
},
{
"epoch": 0.26,
"grad_norm": 85.73609924316406,
"learning_rate": 3e-05,
"loss": 1.2997,
"step": 6
},
{
"epoch": 0.3,
"grad_norm": 135.3199920654297,
"learning_rate": 3.5e-05,
"loss": 2.2808,
"step": 7
},
{
"epoch": 0.35,
"grad_norm": 127.65010833740234,
"learning_rate": 4e-05,
"loss": 1.0529,
"step": 8
},
{
"epoch": 0.39,
"grad_norm": 110.29368591308594,
"learning_rate": 4.5e-05,
"loss": 1.2478,
"step": 9
},
{
"epoch": 0.43,
"grad_norm": 23.880586624145508,
"learning_rate": 5e-05,
"loss": 0.7569,
"step": 10
},
{
"epoch": 0.43,
"eval_accuracy": 0.7927631578947368,
"eval_loss": 0.545388400554657,
"eval_runtime": 6.0123,
"eval_samples_per_second": 50.563,
"eval_steps_per_second": 1.663,
"step": 10
},
{
"epoch": 0.48,
"grad_norm": 30.196847915649414,
"learning_rate": 4.9772727272727275e-05,
"loss": 0.5346,
"step": 11
},
{
"epoch": 0.52,
"grad_norm": 16.50008201599121,
"learning_rate": 4.9545454545454553e-05,
"loss": 0.5966,
"step": 12
},
{
"epoch": 0.57,
"grad_norm": 26.836137771606445,
"learning_rate": 4.931818181818182e-05,
"loss": 0.2751,
"step": 13
},
{
"epoch": 0.61,
"grad_norm": 20.927852630615234,
"learning_rate": 4.909090909090909e-05,
"loss": 0.4556,
"step": 14
},
{
"epoch": 0.65,
"grad_norm": 25.444683074951172,
"learning_rate": 4.886363636363637e-05,
"loss": 0.2919,
"step": 15
},
{
"epoch": 0.7,
"grad_norm": 11.910268783569336,
"learning_rate": 4.863636363636364e-05,
"loss": 0.2462,
"step": 16
},
{
"epoch": 0.74,
"grad_norm": 14.978479385375977,
"learning_rate": 4.840909090909091e-05,
"loss": 0.2663,
"step": 17
},
{
"epoch": 0.78,
"grad_norm": 13.504115104675293,
"learning_rate": 4.8181818181818186e-05,
"loss": 0.3365,
"step": 18
},
{
"epoch": 0.83,
"grad_norm": 16.242828369140625,
"learning_rate": 4.795454545454546e-05,
"loss": 0.4131,
"step": 19
},
{
"epoch": 0.87,
"grad_norm": 13.582551002502441,
"learning_rate": 4.772727272727273e-05,
"loss": 0.3778,
"step": 20
},
{
"epoch": 0.87,
"eval_accuracy": 0.9506578947368421,
"eval_loss": 0.14110171794891357,
"eval_runtime": 6.0499,
"eval_samples_per_second": 50.249,
"eval_steps_per_second": 1.653,
"step": 20
},
{
"epoch": 0.91,
"grad_norm": 15.637821197509766,
"learning_rate": 4.75e-05,
"loss": 0.4292,
"step": 21
},
{
"epoch": 0.96,
"grad_norm": 38.1275749206543,
"learning_rate": 4.7272727272727275e-05,
"loss": 0.2089,
"step": 22
},
{
"epoch": 1.0,
"grad_norm": 5.508777618408203,
"learning_rate": 4.704545454545455e-05,
"loss": 0.0328,
"step": 23
},
{
"epoch": 1.04,
"grad_norm": 7.219000339508057,
"learning_rate": 4.681818181818182e-05,
"loss": 0.1145,
"step": 24
},
{
"epoch": 1.09,
"grad_norm": 12.110613822937012,
"learning_rate": 4.659090909090909e-05,
"loss": 0.1894,
"step": 25
},
{
"epoch": 1.13,
"grad_norm": 4.768282890319824,
"learning_rate": 4.636363636363636e-05,
"loss": 0.0846,
"step": 26
},
{
"epoch": 1.17,
"grad_norm": 6.834845542907715,
"learning_rate": 4.6136363636363635e-05,
"loss": 0.1962,
"step": 27
},
{
"epoch": 1.22,
"grad_norm": 2.7093985080718994,
"learning_rate": 4.5909090909090914e-05,
"loss": 0.0618,
"step": 28
},
{
"epoch": 1.26,
"grad_norm": 5.430306434631348,
"learning_rate": 4.5681818181818186e-05,
"loss": 0.07,
"step": 29
},
{
"epoch": 1.3,
"grad_norm": 13.695512771606445,
"learning_rate": 4.545454545454546e-05,
"loss": 0.1126,
"step": 30
},
{
"epoch": 1.3,
"eval_accuracy": 0.9506578947368421,
"eval_loss": 0.12380365282297134,
"eval_runtime": 6.1201,
"eval_samples_per_second": 49.672,
"eval_steps_per_second": 1.634,
"step": 30
},
{
"epoch": 1.35,
"grad_norm": 6.926172733306885,
"learning_rate": 4.522727272727273e-05,
"loss": 0.0518,
"step": 31
},
{
"epoch": 1.39,
"grad_norm": 9.466341972351074,
"learning_rate": 4.5e-05,
"loss": 0.1033,
"step": 32
},
{
"epoch": 1.43,
"grad_norm": 17.950077056884766,
"learning_rate": 4.4772727272727275e-05,
"loss": 0.1797,
"step": 33
},
{
"epoch": 1.48,
"grad_norm": 34.07773971557617,
"learning_rate": 4.454545454545455e-05,
"loss": 0.5779,
"step": 34
},
{
"epoch": 1.52,
"grad_norm": 6.071528911590576,
"learning_rate": 4.431818181818182e-05,
"loss": 0.051,
"step": 35
},
{
"epoch": 1.57,
"grad_norm": 5.799258232116699,
"learning_rate": 4.409090909090909e-05,
"loss": 0.0435,
"step": 36
},
{
"epoch": 1.61,
"grad_norm": 18.01268768310547,
"learning_rate": 4.386363636363637e-05,
"loss": 0.1435,
"step": 37
},
{
"epoch": 1.65,
"grad_norm": 7.667330741882324,
"learning_rate": 4.3636363636363636e-05,
"loss": 0.0928,
"step": 38
},
{
"epoch": 1.7,
"grad_norm": 7.548737525939941,
"learning_rate": 4.340909090909091e-05,
"loss": 0.057,
"step": 39
},
{
"epoch": 1.74,
"grad_norm": 15.859737396240234,
"learning_rate": 4.318181818181819e-05,
"loss": 0.151,
"step": 40
},
{
"epoch": 1.74,
"eval_accuracy": 0.9671052631578947,
"eval_loss": 0.08715644478797913,
"eval_runtime": 6.0686,
"eval_samples_per_second": 50.094,
"eval_steps_per_second": 1.648,
"step": 40
},
{
"epoch": 1.78,
"grad_norm": 0.6900173425674438,
"learning_rate": 4.295454545454546e-05,
"loss": 0.0061,
"step": 41
},
{
"epoch": 1.83,
"grad_norm": 25.680091857910156,
"learning_rate": 4.2727272727272724e-05,
"loss": 0.1879,
"step": 42
},
{
"epoch": 1.87,
"grad_norm": 13.87479305267334,
"learning_rate": 4.25e-05,
"loss": 0.0599,
"step": 43
},
{
"epoch": 1.91,
"grad_norm": 10.368620872497559,
"learning_rate": 4.2272727272727275e-05,
"loss": 0.0233,
"step": 44
},
{
"epoch": 1.96,
"grad_norm": 10.640165328979492,
"learning_rate": 4.204545454545455e-05,
"loss": 0.1061,
"step": 45
},
{
"epoch": 2.0,
"grad_norm": 100.82930755615234,
"learning_rate": 4.181818181818182e-05,
"loss": 0.3247,
"step": 46
},
{
"epoch": 2.04,
"grad_norm": 13.85188102722168,
"learning_rate": 4.159090909090909e-05,
"loss": 0.0916,
"step": 47
},
{
"epoch": 2.09,
"grad_norm": 22.93225860595703,
"learning_rate": 4.1363636363636364e-05,
"loss": 0.1722,
"step": 48
},
{
"epoch": 2.13,
"grad_norm": 25.919754028320312,
"learning_rate": 4.113636363636364e-05,
"loss": 0.1576,
"step": 49
},
{
"epoch": 2.17,
"grad_norm": 11.392365455627441,
"learning_rate": 4.0909090909090915e-05,
"loss": 0.0464,
"step": 50
},
{
"epoch": 2.17,
"eval_accuracy": 0.9638157894736842,
"eval_loss": 0.0998014286160469,
"eval_runtime": 6.1785,
"eval_samples_per_second": 49.203,
"eval_steps_per_second": 1.619,
"step": 50
},
{
"epoch": 2.22,
"grad_norm": 14.013245582580566,
"learning_rate": 4.068181818181818e-05,
"loss": 0.0405,
"step": 51
},
{
"epoch": 2.26,
"grad_norm": 0.25485870242118835,
"learning_rate": 4.045454545454546e-05,
"loss": 0.0013,
"step": 52
},
{
"epoch": 2.3,
"grad_norm": 5.155923843383789,
"learning_rate": 4.022727272727273e-05,
"loss": 0.0179,
"step": 53
},
{
"epoch": 2.35,
"grad_norm": 93.75792694091797,
"learning_rate": 4e-05,
"loss": 0.321,
"step": 54
},
{
"epoch": 2.39,
"grad_norm": 14.470589637756348,
"learning_rate": 3.9772727272727275e-05,
"loss": 0.0336,
"step": 55
},
{
"epoch": 2.43,
"grad_norm": 16.80307388305664,
"learning_rate": 3.954545454545455e-05,
"loss": 0.1538,
"step": 56
},
{
"epoch": 2.48,
"grad_norm": 15.844971656799316,
"learning_rate": 3.931818181818182e-05,
"loss": 0.0616,
"step": 57
},
{
"epoch": 2.52,
"grad_norm": 10.336301803588867,
"learning_rate": 3.909090909090909e-05,
"loss": 0.0428,
"step": 58
},
{
"epoch": 2.57,
"grad_norm": 35.54351043701172,
"learning_rate": 3.8863636363636364e-05,
"loss": 0.0874,
"step": 59
},
{
"epoch": 2.61,
"grad_norm": 2.9273905754089355,
"learning_rate": 3.8636363636363636e-05,
"loss": 0.0154,
"step": 60
},
{
"epoch": 2.61,
"eval_accuracy": 0.9572368421052632,
"eval_loss": 0.10613898187875748,
"eval_runtime": 6.2452,
"eval_samples_per_second": 48.677,
"eval_steps_per_second": 1.601,
"step": 60
},
{
"epoch": 2.65,
"grad_norm": 1.2449793815612793,
"learning_rate": 3.840909090909091e-05,
"loss": 0.0048,
"step": 61
},
{
"epoch": 2.7,
"grad_norm": 4.352685928344727,
"learning_rate": 3.818181818181819e-05,
"loss": 0.0103,
"step": 62
},
{
"epoch": 2.74,
"grad_norm": 24.665245056152344,
"learning_rate": 3.795454545454545e-05,
"loss": 0.0784,
"step": 63
},
{
"epoch": 2.78,
"grad_norm": 3.592439651489258,
"learning_rate": 3.7727272727272725e-05,
"loss": 0.0184,
"step": 64
},
{
"epoch": 2.83,
"grad_norm": 4.012323379516602,
"learning_rate": 3.7500000000000003e-05,
"loss": 0.0116,
"step": 65
},
{
"epoch": 2.87,
"grad_norm": 3.2316153049468994,
"learning_rate": 3.7272727272727276e-05,
"loss": 0.0325,
"step": 66
},
{
"epoch": 2.91,
"grad_norm": 0.8774870038032532,
"learning_rate": 3.704545454545455e-05,
"loss": 0.0057,
"step": 67
},
{
"epoch": 2.96,
"grad_norm": 14.955449104309082,
"learning_rate": 3.681818181818182e-05,
"loss": 0.1373,
"step": 68
},
{
"epoch": 3.0,
"grad_norm": 50.09528350830078,
"learning_rate": 3.659090909090909e-05,
"loss": 0.153,
"step": 69
},
{
"epoch": 3.04,
"grad_norm": 6.00044584274292,
"learning_rate": 3.6363636363636364e-05,
"loss": 0.0166,
"step": 70
},
{
"epoch": 3.04,
"eval_accuracy": 0.9539473684210527,
"eval_loss": 0.12729084491729736,
"eval_runtime": 6.4657,
"eval_samples_per_second": 47.017,
"eval_steps_per_second": 1.547,
"step": 70
},
{
"epoch": 3.09,
"grad_norm": 2.869675636291504,
"learning_rate": 3.613636363636364e-05,
"loss": 0.0055,
"step": 71
},
{
"epoch": 3.13,
"grad_norm": 4.115776062011719,
"learning_rate": 3.590909090909091e-05,
"loss": 0.0262,
"step": 72
},
{
"epoch": 3.17,
"grad_norm": 4.357750415802002,
"learning_rate": 3.568181818181818e-05,
"loss": 0.0128,
"step": 73
},
{
"epoch": 3.22,
"grad_norm": 2.3195817470550537,
"learning_rate": 3.545454545454546e-05,
"loss": 0.0103,
"step": 74
},
{
"epoch": 3.26,
"grad_norm": 2.9432053565979004,
"learning_rate": 3.522727272727273e-05,
"loss": 0.0052,
"step": 75
},
{
"epoch": 3.3,
"grad_norm": 1.4674235582351685,
"learning_rate": 3.5e-05,
"loss": 0.005,
"step": 76
},
{
"epoch": 3.35,
"grad_norm": 0.4246145188808441,
"learning_rate": 3.4772727272727276e-05,
"loss": 0.0009,
"step": 77
},
{
"epoch": 3.39,
"grad_norm": 52.41901397705078,
"learning_rate": 3.454545454545455e-05,
"loss": 0.3822,
"step": 78
},
{
"epoch": 3.43,
"grad_norm": 44.01215362548828,
"learning_rate": 3.431818181818182e-05,
"loss": 0.1986,
"step": 79
},
{
"epoch": 3.48,
"grad_norm": 36.397560119628906,
"learning_rate": 3.409090909090909e-05,
"loss": 0.2452,
"step": 80
},
{
"epoch": 3.48,
"eval_accuracy": 0.9539473684210527,
"eval_loss": 0.15055274963378906,
"eval_runtime": 6.3479,
"eval_samples_per_second": 47.89,
"eval_steps_per_second": 1.575,
"step": 80
},
{
"epoch": 3.52,
"grad_norm": 21.1817626953125,
"learning_rate": 3.3863636363636364e-05,
"loss": 0.3099,
"step": 81
},
{
"epoch": 3.57,
"grad_norm": 20.235713958740234,
"learning_rate": 3.3636363636363636e-05,
"loss": 0.0407,
"step": 82
},
{
"epoch": 3.61,
"grad_norm": 0.6778246760368347,
"learning_rate": 3.3409090909090915e-05,
"loss": 0.0031,
"step": 83
},
{
"epoch": 3.65,
"grad_norm": 2.1587185859680176,
"learning_rate": 3.318181818181819e-05,
"loss": 0.0079,
"step": 84
},
{
"epoch": 3.7,
"grad_norm": 1.5716959238052368,
"learning_rate": 3.295454545454545e-05,
"loss": 0.003,
"step": 85
},
{
"epoch": 3.74,
"grad_norm": 3.423281669616699,
"learning_rate": 3.272727272727273e-05,
"loss": 0.0058,
"step": 86
},
{
"epoch": 3.78,
"grad_norm": 1.5846844911575317,
"learning_rate": 3.2500000000000004e-05,
"loss": 0.0033,
"step": 87
},
{
"epoch": 3.83,
"grad_norm": 0.27800872921943665,
"learning_rate": 3.2272727272727276e-05,
"loss": 0.0009,
"step": 88
},
{
"epoch": 3.87,
"grad_norm": 14.288936614990234,
"learning_rate": 3.204545454545455e-05,
"loss": 0.1006,
"step": 89
},
{
"epoch": 3.91,
"grad_norm": 4.256282806396484,
"learning_rate": 3.181818181818182e-05,
"loss": 0.0265,
"step": 90
},
{
"epoch": 3.91,
"eval_accuracy": 0.8552631578947368,
"eval_loss": 0.5866047739982605,
"eval_runtime": 6.3891,
"eval_samples_per_second": 47.581,
"eval_steps_per_second": 1.565,
"step": 90
},
{
"epoch": 3.96,
"grad_norm": 25.256847381591797,
"learning_rate": 3.159090909090909e-05,
"loss": 0.0574,
"step": 91
},
{
"epoch": 4.0,
"grad_norm": 0.033596429973840714,
"learning_rate": 3.1363636363636365e-05,
"loss": 0.0001,
"step": 92
},
{
"epoch": 4.04,
"grad_norm": 19.746484756469727,
"learning_rate": 3.113636363636364e-05,
"loss": 0.0874,
"step": 93
},
{
"epoch": 4.09,
"grad_norm": 1.464240312576294,
"learning_rate": 3.090909090909091e-05,
"loss": 0.002,
"step": 94
},
{
"epoch": 4.13,
"grad_norm": 0.09598905593156815,
"learning_rate": 3.068181818181818e-05,
"loss": 0.0004,
"step": 95
},
{
"epoch": 4.17,
"grad_norm": 0.7159618735313416,
"learning_rate": 3.0454545454545456e-05,
"loss": 0.0016,
"step": 96
},
{
"epoch": 4.22,
"grad_norm": 6.904734134674072,
"learning_rate": 3.0227272727272725e-05,
"loss": 0.0242,
"step": 97
},
{
"epoch": 4.26,
"grad_norm": 5.715118885040283,
"learning_rate": 3e-05,
"loss": 0.0319,
"step": 98
},
{
"epoch": 4.3,
"grad_norm": 2.873875856399536,
"learning_rate": 2.9772727272727273e-05,
"loss": 0.0061,
"step": 99
},
{
"epoch": 4.35,
"grad_norm": 21.81316375732422,
"learning_rate": 2.954545454545455e-05,
"loss": 0.2385,
"step": 100
},
{
"epoch": 4.35,
"eval_accuracy": 0.9638157894736842,
"eval_loss": 0.14010807871818542,
"eval_runtime": 6.5543,
"eval_samples_per_second": 46.382,
"eval_steps_per_second": 1.526,
"step": 100
},
{
"epoch": 4.39,
"grad_norm": 11.216484069824219,
"learning_rate": 2.9318181818181817e-05,
"loss": 0.0667,
"step": 101
},
{
"epoch": 4.43,
"grad_norm": 2.7263998985290527,
"learning_rate": 2.909090909090909e-05,
"loss": 0.0055,
"step": 102
},
{
"epoch": 4.48,
"grad_norm": 2.389941453933716,
"learning_rate": 2.8863636363636365e-05,
"loss": 0.0067,
"step": 103
},
{
"epoch": 4.52,
"grad_norm": 10.113710403442383,
"learning_rate": 2.863636363636364e-05,
"loss": 0.0483,
"step": 104
},
{
"epoch": 4.57,
"grad_norm": 2.801983594894409,
"learning_rate": 2.8409090909090912e-05,
"loss": 0.0063,
"step": 105
},
{
"epoch": 4.61,
"grad_norm": 40.15452575683594,
"learning_rate": 2.818181818181818e-05,
"loss": 0.1347,
"step": 106
},
{
"epoch": 4.65,
"grad_norm": 29.40395736694336,
"learning_rate": 2.7954545454545457e-05,
"loss": 0.3017,
"step": 107
},
{
"epoch": 4.7,
"grad_norm": 6.391096591949463,
"learning_rate": 2.772727272727273e-05,
"loss": 0.0121,
"step": 108
},
{
"epoch": 4.74,
"grad_norm": 5.7057342529296875,
"learning_rate": 2.7500000000000004e-05,
"loss": 0.0088,
"step": 109
},
{
"epoch": 4.78,
"grad_norm": 12.210604667663574,
"learning_rate": 2.7272727272727273e-05,
"loss": 0.0378,
"step": 110
},
{
"epoch": 4.78,
"eval_accuracy": 0.9572368421052632,
"eval_loss": 0.14174394309520721,
"eval_runtime": 6.4084,
"eval_samples_per_second": 47.437,
"eval_steps_per_second": 1.56,
"step": 110
},
{
"epoch": 4.83,
"grad_norm": 0.04858306050300598,
"learning_rate": 2.7045454545454545e-05,
"loss": 0.0002,
"step": 111
},
{
"epoch": 4.87,
"grad_norm": 0.39052003622055054,
"learning_rate": 2.681818181818182e-05,
"loss": 0.001,
"step": 112
},
{
"epoch": 4.91,
"grad_norm": 4.1193084716796875,
"learning_rate": 2.6590909090909093e-05,
"loss": 0.0109,
"step": 113
},
{
"epoch": 4.96,
"grad_norm": 1.6979681253433228,
"learning_rate": 2.636363636363636e-05,
"loss": 0.0084,
"step": 114
},
{
"epoch": 5.0,
"grad_norm": 0.00023737615265417844,
"learning_rate": 2.6136363636363637e-05,
"loss": 0.0,
"step": 115
},
{
"epoch": 5.04,
"grad_norm": 11.732938766479492,
"learning_rate": 2.590909090909091e-05,
"loss": 0.0498,
"step": 116
},
{
"epoch": 5.09,
"grad_norm": 3.312427043914795,
"learning_rate": 2.5681818181818185e-05,
"loss": 0.0073,
"step": 117
},
{
"epoch": 5.13,
"grad_norm": 0.23251380026340485,
"learning_rate": 2.5454545454545454e-05,
"loss": 0.0004,
"step": 118
},
{
"epoch": 5.17,
"grad_norm": 0.2869594395160675,
"learning_rate": 2.5227272727272726e-05,
"loss": 0.0006,
"step": 119
},
{
"epoch": 5.22,
"grad_norm": 2.0357539653778076,
"learning_rate": 2.5e-05,
"loss": 0.0031,
"step": 120
},
{
"epoch": 5.22,
"eval_accuracy": 0.9605263157894737,
"eval_loss": 0.1753275841474533,
"eval_runtime": 6.4879,
"eval_samples_per_second": 46.857,
"eval_steps_per_second": 1.541,
"step": 120
},
{
"epoch": 5.26,
"grad_norm": 10.356167793273926,
"learning_rate": 2.4772727272727277e-05,
"loss": 0.1893,
"step": 121
},
{
"epoch": 5.3,
"grad_norm": 0.02243722230195999,
"learning_rate": 2.4545454545454545e-05,
"loss": 0.0001,
"step": 122
},
{
"epoch": 5.35,
"grad_norm": 1.1501038074493408,
"learning_rate": 2.431818181818182e-05,
"loss": 0.0032,
"step": 123
},
{
"epoch": 5.39,
"grad_norm": 10.073415756225586,
"learning_rate": 2.4090909090909093e-05,
"loss": 0.0374,
"step": 124
},
{
"epoch": 5.43,
"grad_norm": 0.24568603932857513,
"learning_rate": 2.3863636363636365e-05,
"loss": 0.0003,
"step": 125
},
{
"epoch": 5.48,
"grad_norm": 0.036038391292095184,
"learning_rate": 2.3636363636363637e-05,
"loss": 0.0002,
"step": 126
},
{
"epoch": 5.52,
"grad_norm": 0.05611402168869972,
"learning_rate": 2.340909090909091e-05,
"loss": 0.0001,
"step": 127
},
{
"epoch": 5.57,
"grad_norm": 8.793002128601074,
"learning_rate": 2.318181818181818e-05,
"loss": 0.0368,
"step": 128
},
{
"epoch": 5.61,
"grad_norm": 0.7039275169372559,
"learning_rate": 2.2954545454545457e-05,
"loss": 0.0023,
"step": 129
},
{
"epoch": 5.65,
"grad_norm": 0.2844730615615845,
"learning_rate": 2.272727272727273e-05,
"loss": 0.0011,
"step": 130
},
{
"epoch": 5.65,
"eval_accuracy": 0.9473684210526315,
"eval_loss": 0.22137421369552612,
"eval_runtime": 6.4167,
"eval_samples_per_second": 47.377,
"eval_steps_per_second": 1.558,
"step": 130
},
{
"epoch": 5.7,
"grad_norm": 0.3269338309764862,
"learning_rate": 2.25e-05,
"loss": 0.0011,
"step": 131
},
{
"epoch": 5.74,
"grad_norm": 0.37626028060913086,
"learning_rate": 2.2272727272727274e-05,
"loss": 0.0007,
"step": 132
},
{
"epoch": 5.78,
"grad_norm": 5.648035526275635,
"learning_rate": 2.2045454545454546e-05,
"loss": 0.011,
"step": 133
},
{
"epoch": 5.83,
"grad_norm": 6.630437850952148,
"learning_rate": 2.1818181818181818e-05,
"loss": 0.0181,
"step": 134
},
{
"epoch": 5.87,
"grad_norm": 0.35264378786087036,
"learning_rate": 2.1590909090909093e-05,
"loss": 0.0005,
"step": 135
},
{
"epoch": 5.91,
"grad_norm": 3.137737274169922,
"learning_rate": 2.1363636363636362e-05,
"loss": 0.0029,
"step": 136
},
{
"epoch": 5.96,
"grad_norm": 0.02204626239836216,
"learning_rate": 2.1136363636363638e-05,
"loss": 0.0001,
"step": 137
},
{
"epoch": 6.0,
"grad_norm": 0.006504398304969072,
"learning_rate": 2.090909090909091e-05,
"loss": 0.0,
"step": 138
},
{
"epoch": 6.04,
"grad_norm": 2.309501886367798,
"learning_rate": 2.0681818181818182e-05,
"loss": 0.0042,
"step": 139
},
{
"epoch": 6.09,
"grad_norm": 0.41132238507270813,
"learning_rate": 2.0454545454545457e-05,
"loss": 0.001,
"step": 140
},
{
"epoch": 6.09,
"eval_accuracy": 0.9769736842105263,
"eval_loss": 0.09925788640975952,
"eval_runtime": 6.5113,
"eval_samples_per_second": 46.688,
"eval_steps_per_second": 1.536,
"step": 140
},
{
"epoch": 6.13,
"grad_norm": 0.004451736807823181,
"learning_rate": 2.022727272727273e-05,
"loss": 0.0,
"step": 141
},
{
"epoch": 6.17,
"grad_norm": 0.6769189238548279,
"learning_rate": 2e-05,
"loss": 0.0018,
"step": 142
},
{
"epoch": 6.22,
"grad_norm": 1.85093355178833,
"learning_rate": 1.9772727272727274e-05,
"loss": 0.005,
"step": 143
},
{
"epoch": 6.26,
"grad_norm": 7.151664733886719,
"learning_rate": 1.9545454545454546e-05,
"loss": 0.0124,
"step": 144
},
{
"epoch": 6.3,
"grad_norm": 2.592489004135132,
"learning_rate": 1.9318181818181818e-05,
"loss": 0.0048,
"step": 145
},
{
"epoch": 6.35,
"grad_norm": 0.04051464423537254,
"learning_rate": 1.9090909090909094e-05,
"loss": 0.0001,
"step": 146
},
{
"epoch": 6.39,
"grad_norm": 19.51251983642578,
"learning_rate": 1.8863636363636362e-05,
"loss": 0.0214,
"step": 147
},
{
"epoch": 6.43,
"grad_norm": 0.008436283096671104,
"learning_rate": 1.8636363636363638e-05,
"loss": 0.0,
"step": 148
},
{
"epoch": 6.48,
"grad_norm": 0.11793872714042664,
"learning_rate": 1.840909090909091e-05,
"loss": 0.0005,
"step": 149
},
{
"epoch": 6.52,
"grad_norm": 0.016041185706853867,
"learning_rate": 1.8181818181818182e-05,
"loss": 0.0001,
"step": 150
},
{
"epoch": 6.52,
"eval_accuracy": 0.9736842105263158,
"eval_loss": 0.1299658864736557,
"eval_runtime": 6.5416,
"eval_samples_per_second": 46.472,
"eval_steps_per_second": 1.529,
"step": 150
},
{
"epoch": 6.57,
"grad_norm": 0.034806687384843826,
"learning_rate": 1.7954545454545454e-05,
"loss": 0.0002,
"step": 151
},
{
"epoch": 6.61,
"grad_norm": 0.06806668639183044,
"learning_rate": 1.772727272727273e-05,
"loss": 0.0002,
"step": 152
},
{
"epoch": 6.65,
"grad_norm": 0.03514229133725166,
"learning_rate": 1.75e-05,
"loss": 0.0001,
"step": 153
},
{
"epoch": 6.7,
"grad_norm": 0.04649640619754791,
"learning_rate": 1.7272727272727274e-05,
"loss": 0.0002,
"step": 154
},
{
"epoch": 6.74,
"grad_norm": 0.031281836330890656,
"learning_rate": 1.7045454545454546e-05,
"loss": 0.0002,
"step": 155
},
{
"epoch": 6.78,
"grad_norm": 0.040468715131282806,
"learning_rate": 1.6818181818181818e-05,
"loss": 0.0001,
"step": 156
},
{
"epoch": 6.83,
"grad_norm": 0.11787349730730057,
"learning_rate": 1.6590909090909094e-05,
"loss": 0.0005,
"step": 157
},
{
"epoch": 6.87,
"grad_norm": 0.09801948070526123,
"learning_rate": 1.6363636363636366e-05,
"loss": 0.0002,
"step": 158
},
{
"epoch": 6.91,
"grad_norm": 0.025944946333765984,
"learning_rate": 1.6136363636363638e-05,
"loss": 0.0001,
"step": 159
},
{
"epoch": 6.96,
"grad_norm": 0.21682406961917877,
"learning_rate": 1.590909090909091e-05,
"loss": 0.0006,
"step": 160
},
{
"epoch": 6.96,
"eval_accuracy": 0.9605263157894737,
"eval_loss": 0.16923262178897858,
"eval_runtime": 6.5686,
"eval_samples_per_second": 46.281,
"eval_steps_per_second": 1.522,
"step": 160
},
{
"epoch": 7.0,
"grad_norm": 0.19760921597480774,
"learning_rate": 1.5681818181818182e-05,
"loss": 0.0003,
"step": 161
},
{
"epoch": 7.04,
"grad_norm": 3.799219846725464,
"learning_rate": 1.5454545454545454e-05,
"loss": 0.0072,
"step": 162
},
{
"epoch": 7.09,
"grad_norm": 0.028768137097358704,
"learning_rate": 1.5227272727272728e-05,
"loss": 0.0002,
"step": 163
},
{
"epoch": 7.13,
"grad_norm": 0.8019386529922485,
"learning_rate": 1.5e-05,
"loss": 0.0019,
"step": 164
},
{
"epoch": 7.17,
"grad_norm": 0.017596999183297157,
"learning_rate": 1.4772727272727274e-05,
"loss": 0.0,
"step": 165
},
{
"epoch": 7.22,
"grad_norm": 0.03721166402101517,
"learning_rate": 1.4545454545454545e-05,
"loss": 0.0001,
"step": 166
},
{
"epoch": 7.26,
"grad_norm": 1.2334744930267334,
"learning_rate": 1.431818181818182e-05,
"loss": 0.0022,
"step": 167
},
{
"epoch": 7.3,
"grad_norm": 1.070383071899414,
"learning_rate": 1.409090909090909e-05,
"loss": 0.0037,
"step": 168
},
{
"epoch": 7.35,
"grad_norm": 0.0028092290740460157,
"learning_rate": 1.3863636363636364e-05,
"loss": 0.0,
"step": 169
},
{
"epoch": 7.39,
"grad_norm": 36.44822692871094,
"learning_rate": 1.3636363636363637e-05,
"loss": 0.1166,
"step": 170
},
{
"epoch": 7.39,
"eval_accuracy": 0.9703947368421053,
"eval_loss": 0.123698890209198,
"eval_runtime": 6.8146,
"eval_samples_per_second": 44.61,
"eval_steps_per_second": 1.467,
"step": 170
},
{
"epoch": 7.43,
"grad_norm": 0.0008054708014242351,
"learning_rate": 1.340909090909091e-05,
"loss": 0.0,
"step": 171
},
{
"epoch": 7.48,
"grad_norm": 0.001217369339428842,
"learning_rate": 1.318181818181818e-05,
"loss": 0.0,
"step": 172
},
{
"epoch": 7.52,
"grad_norm": 0.026522669941186905,
"learning_rate": 1.2954545454545455e-05,
"loss": 0.0002,
"step": 173
},
{
"epoch": 7.57,
"grad_norm": 0.0015209235716611147,
"learning_rate": 1.2727272727272727e-05,
"loss": 0.0,
"step": 174
},
{
"epoch": 7.61,
"grad_norm": 0.014780080877244473,
"learning_rate": 1.25e-05,
"loss": 0.0001,
"step": 175
},
{
"epoch": 7.65,
"grad_norm": 0.01029743067920208,
"learning_rate": 1.2272727272727273e-05,
"loss": 0.0,
"step": 176
},
{
"epoch": 7.7,
"grad_norm": 0.025874657556414604,
"learning_rate": 1.2045454545454547e-05,
"loss": 0.0002,
"step": 177
},
{
"epoch": 7.74,
"grad_norm": 0.025635922327637672,
"learning_rate": 1.1818181818181819e-05,
"loss": 0.0001,
"step": 178
},
{
"epoch": 7.78,
"grad_norm": 0.0031894599087536335,
"learning_rate": 1.159090909090909e-05,
"loss": 0.0,
"step": 179
},
{
"epoch": 7.83,
"grad_norm": 0.03724868968129158,
"learning_rate": 1.1363636363636365e-05,
"loss": 0.0002,
"step": 180
},
{
"epoch": 7.83,
"eval_accuracy": 0.9671052631578947,
"eval_loss": 0.14251494407653809,
"eval_runtime": 6.5105,
"eval_samples_per_second": 46.694,
"eval_steps_per_second": 1.536,
"step": 180
},
{
"epoch": 7.87,
"grad_norm": 0.006170081906020641,
"learning_rate": 1.1136363636363637e-05,
"loss": 0.0,
"step": 181
},
{
"epoch": 7.91,
"grad_norm": 0.042060792446136475,
"learning_rate": 1.0909090909090909e-05,
"loss": 0.0001,
"step": 182
},
{
"epoch": 7.96,
"grad_norm": 0.02992098405957222,
"learning_rate": 1.0681818181818181e-05,
"loss": 0.0001,
"step": 183
},
{
"epoch": 8.0,
"grad_norm": 61.35695266723633,
"learning_rate": 1.0454545454545455e-05,
"loss": 0.1738,
"step": 184
},
{
"epoch": 8.04,
"grad_norm": 0.13377808034420013,
"learning_rate": 1.0227272727272729e-05,
"loss": 0.0003,
"step": 185
},
{
"epoch": 8.09,
"grad_norm": 0.03412250056862831,
"learning_rate": 1e-05,
"loss": 0.0001,
"step": 186
},
{
"epoch": 8.13,
"grad_norm": 0.0030899515841156244,
"learning_rate": 9.772727272727273e-06,
"loss": 0.0,
"step": 187
},
{
"epoch": 8.17,
"grad_norm": 0.011750655248761177,
"learning_rate": 9.545454545454547e-06,
"loss": 0.0,
"step": 188
},
{
"epoch": 8.22,
"grad_norm": 0.054395273327827454,
"learning_rate": 9.318181818181819e-06,
"loss": 0.0001,
"step": 189
},
{
"epoch": 8.26,
"grad_norm": 0.0035029698628932238,
"learning_rate": 9.090909090909091e-06,
"loss": 0.0,
"step": 190
},
{
"epoch": 8.26,
"eval_accuracy": 0.9703947368421053,
"eval_loss": 0.1182524561882019,
"eval_runtime": 6.7162,
"eval_samples_per_second": 45.264,
"eval_steps_per_second": 1.489,
"step": 190
},
{
"epoch": 8.3,
"grad_norm": 4.122413158416748,
"learning_rate": 8.863636363636365e-06,
"loss": 0.0225,
"step": 191
},
{
"epoch": 8.35,
"grad_norm": 0.0010495582828298211,
"learning_rate": 8.636363636363637e-06,
"loss": 0.0,
"step": 192
},
{
"epoch": 8.39,
"grad_norm": 1.0246374607086182,
"learning_rate": 8.409090909090909e-06,
"loss": 0.0014,
"step": 193
},
{
"epoch": 8.43,
"grad_norm": 0.004268502350896597,
"learning_rate": 8.181818181818183e-06,
"loss": 0.0,
"step": 194
},
{
"epoch": 8.48,
"grad_norm": 0.03880951553583145,
"learning_rate": 7.954545454545455e-06,
"loss": 0.0001,
"step": 195
},
{
"epoch": 8.52,
"grad_norm": 0.021236296743154526,
"learning_rate": 7.727272727272727e-06,
"loss": 0.0,
"step": 196
},
{
"epoch": 8.57,
"grad_norm": 0.05536981672048569,
"learning_rate": 7.5e-06,
"loss": 0.0002,
"step": 197
},
{
"epoch": 8.61,
"grad_norm": 0.14701944589614868,
"learning_rate": 7.272727272727272e-06,
"loss": 0.0002,
"step": 198
},
{
"epoch": 8.65,
"grad_norm": 1.7185938358306885,
"learning_rate": 7.045454545454545e-06,
"loss": 0.0013,
"step": 199
},
{
"epoch": 8.7,
"grad_norm": 0.3261477053165436,
"learning_rate": 6.818181818181818e-06,
"loss": 0.0005,
"step": 200
},
{
"epoch": 8.7,
"eval_accuracy": 0.9671052631578947,
"eval_loss": 0.13489210605621338,
"eval_runtime": 6.5689,
"eval_samples_per_second": 46.278,
"eval_steps_per_second": 1.522,
"step": 200
},
{
"epoch": 8.74,
"grad_norm": 0.0023177217226475477,
"learning_rate": 6.59090909090909e-06,
"loss": 0.0,
"step": 201
},
{
"epoch": 8.78,
"grad_norm": 0.03938745707273483,
"learning_rate": 6.363636363636363e-06,
"loss": 0.0001,
"step": 202
},
{
"epoch": 8.83,
"grad_norm": 0.009258226491510868,
"learning_rate": 6.136363636363636e-06,
"loss": 0.0,
"step": 203
},
{
"epoch": 8.87,
"grad_norm": 0.019902734085917473,
"learning_rate": 5.909090909090909e-06,
"loss": 0.0001,
"step": 204
},
{
"epoch": 8.91,
"grad_norm": 0.0311611145734787,
"learning_rate": 5.681818181818182e-06,
"loss": 0.0001,
"step": 205
},
{
"epoch": 8.96,
"grad_norm": 30.388660430908203,
"learning_rate": 5.4545454545454545e-06,
"loss": 0.0178,
"step": 206
},
{
"epoch": 9.0,
"grad_norm": 0.0003517134173307568,
"learning_rate": 5.2272727272727274e-06,
"loss": 0.0,
"step": 207
},
{
"epoch": 9.04,
"grad_norm": 11.453664779663086,
"learning_rate": 5e-06,
"loss": 0.0121,
"step": 208
},
{
"epoch": 9.09,
"grad_norm": 0.0006242034723982215,
"learning_rate": 4.772727272727273e-06,
"loss": 0.0,
"step": 209
},
{
"epoch": 9.13,
"grad_norm": 1.1630523204803467,
"learning_rate": 4.5454545454545455e-06,
"loss": 0.002,
"step": 210
},
{
"epoch": 9.13,
"eval_accuracy": 0.9703947368421053,
"eval_loss": 0.13131581246852875,
"eval_runtime": 6.4558,
"eval_samples_per_second": 47.089,
"eval_steps_per_second": 1.549,
"step": 210
},
{
"epoch": 9.17,
"grad_norm": 0.011197259649634361,
"learning_rate": 4.3181818181818185e-06,
"loss": 0.0,
"step": 211
},
{
"epoch": 9.22,
"grad_norm": 0.125521719455719,
"learning_rate": 4.0909090909090915e-06,
"loss": 0.0002,
"step": 212
},
{
"epoch": 9.26,
"grad_norm": 0.017533954232931137,
"learning_rate": 3.863636363636364e-06,
"loss": 0.0001,
"step": 213
},
{
"epoch": 9.3,
"grad_norm": 0.012250928208231926,
"learning_rate": 3.636363636363636e-06,
"loss": 0.0,
"step": 214
},
{
"epoch": 9.35,
"grad_norm": 0.003785262815654278,
"learning_rate": 3.409090909090909e-06,
"loss": 0.0,
"step": 215
},
{
"epoch": 9.39,
"grad_norm": 0.004202316515147686,
"learning_rate": 3.1818181818181817e-06,
"loss": 0.0,
"step": 216
},
{
"epoch": 9.43,
"grad_norm": 0.10783527046442032,
"learning_rate": 2.9545454545454547e-06,
"loss": 0.0004,
"step": 217
},
{
"epoch": 9.48,
"grad_norm": 0.08085985481739044,
"learning_rate": 2.7272727272727272e-06,
"loss": 0.0002,
"step": 218
},
{
"epoch": 9.52,
"grad_norm": 0.03627089783549309,
"learning_rate": 2.5e-06,
"loss": 0.0001,
"step": 219
},
{
"epoch": 9.57,
"grad_norm": 3.906628370285034,
"learning_rate": 2.2727272727272728e-06,
"loss": 0.006,
"step": 220
},
{
"epoch": 9.57,
"eval_accuracy": 0.9736842105263158,
"eval_loss": 0.12350568920373917,
"eval_runtime": 6.4757,
"eval_samples_per_second": 46.945,
"eval_steps_per_second": 1.544,
"step": 220
}
],
"logging_steps": 1,
"max_steps": 230,
"num_input_tokens_seen": 0,
"num_train_epochs": 10,
"save_steps": 10,
"total_flos": 5.318096316030812e+17,
"train_batch_size": 32,
"trial_name": null,
"trial_params": null
}