tangken333's picture
End of training
5113f05 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 3.0,
"eval_steps": 500,
"global_step": 87,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.034482758620689655,
"grad_norm": 1.8968472863706825,
"learning_rate": 1.111111111111111e-06,
"loss": 0.435,
"step": 1
},
{
"epoch": 0.06896551724137931,
"grad_norm": 1.3787873388390994,
"learning_rate": 2.222222222222222e-06,
"loss": 0.3556,
"step": 2
},
{
"epoch": 0.10344827586206896,
"grad_norm": 1.500745719809916,
"learning_rate": 3.3333333333333333e-06,
"loss": 0.3895,
"step": 3
},
{
"epoch": 0.13793103448275862,
"grad_norm": 1.3758212628963946,
"learning_rate": 4.444444444444444e-06,
"loss": 0.3798,
"step": 4
},
{
"epoch": 0.1724137931034483,
"grad_norm": 1.0725134036871664,
"learning_rate": 5.555555555555557e-06,
"loss": 0.3282,
"step": 5
},
{
"epoch": 0.20689655172413793,
"grad_norm": 0.7977790045197081,
"learning_rate": 6.666666666666667e-06,
"loss": 0.2932,
"step": 6
},
{
"epoch": 0.2413793103448276,
"grad_norm": 0.8837691300884692,
"learning_rate": 7.77777777777778e-06,
"loss": 0.3141,
"step": 7
},
{
"epoch": 0.27586206896551724,
"grad_norm": 0.705940070600187,
"learning_rate": 8.888888888888888e-06,
"loss": 0.2514,
"step": 8
},
{
"epoch": 0.3103448275862069,
"grad_norm": 0.5506871024791313,
"learning_rate": 1e-05,
"loss": 0.2285,
"step": 9
},
{
"epoch": 0.3448275862068966,
"grad_norm": 0.9069273874218927,
"learning_rate": 9.995944990857848e-06,
"loss": 0.3054,
"step": 10
},
{
"epoch": 0.3793103448275862,
"grad_norm": 0.7378234840973698,
"learning_rate": 9.983786540671052e-06,
"loss": 0.2962,
"step": 11
},
{
"epoch": 0.41379310344827586,
"grad_norm": 0.6054420618930146,
"learning_rate": 9.96354437049027e-06,
"loss": 0.2805,
"step": 12
},
{
"epoch": 0.4482758620689655,
"grad_norm": 0.5093901922135685,
"learning_rate": 9.935251313189564e-06,
"loss": 0.2664,
"step": 13
},
{
"epoch": 0.4827586206896552,
"grad_norm": 0.5788307564961488,
"learning_rate": 9.89895326021134e-06,
"loss": 0.2748,
"step": 14
},
{
"epoch": 0.5172413793103449,
"grad_norm": 0.4070144278077285,
"learning_rate": 9.854709087130261e-06,
"loss": 0.1965,
"step": 15
},
{
"epoch": 0.5517241379310345,
"grad_norm": 0.44452387037855084,
"learning_rate": 9.802590558156863e-06,
"loss": 0.2413,
"step": 16
},
{
"epoch": 0.5862068965517241,
"grad_norm": 0.46435536348228057,
"learning_rate": 9.742682209735727e-06,
"loss": 0.216,
"step": 17
},
{
"epoch": 0.6206896551724138,
"grad_norm": 0.3764221335514055,
"learning_rate": 9.675081213427076e-06,
"loss": 0.2056,
"step": 18
},
{
"epoch": 0.6551724137931034,
"grad_norm": 0.4301176989354492,
"learning_rate": 9.599897218294122e-06,
"loss": 0.2318,
"step": 19
},
{
"epoch": 0.6896551724137931,
"grad_norm": 0.47375751198098554,
"learning_rate": 9.517252173051912e-06,
"loss": 0.2306,
"step": 20
},
{
"epoch": 0.7241379310344828,
"grad_norm": 0.36713668347068407,
"learning_rate": 9.427280128266049e-06,
"loss": 0.1925,
"step": 21
},
{
"epoch": 0.7586206896551724,
"grad_norm": 0.3605603008015653,
"learning_rate": 9.330127018922195e-06,
"loss": 0.2035,
"step": 22
},
{
"epoch": 0.7931034482758621,
"grad_norm": 0.4148028274133272,
"learning_rate": 9.225950427718974e-06,
"loss": 0.2447,
"step": 23
},
{
"epoch": 0.8275862068965517,
"grad_norm": 0.37584064602396255,
"learning_rate": 9.114919329468283e-06,
"loss": 0.1961,
"step": 24
},
{
"epoch": 0.8620689655172413,
"grad_norm": 0.37162969905754883,
"learning_rate": 8.997213817017508e-06,
"loss": 0.2143,
"step": 25
},
{
"epoch": 0.896551724137931,
"grad_norm": 0.3768066216380791,
"learning_rate": 8.873024809138272e-06,
"loss": 0.2177,
"step": 26
},
{
"epoch": 0.9310344827586207,
"grad_norm": 0.3632688725752434,
"learning_rate": 8.742553740855507e-06,
"loss": 0.2078,
"step": 27
},
{
"epoch": 0.9655172413793104,
"grad_norm": 0.3933393816831956,
"learning_rate": 8.606012236719073e-06,
"loss": 0.2053,
"step": 28
},
{
"epoch": 1.0,
"grad_norm": 0.37560278938859387,
"learning_rate": 8.463621767547998e-06,
"loss": 0.2078,
"step": 29
},
{
"epoch": 1.0344827586206897,
"grad_norm": 0.31034148392401967,
"learning_rate": 8.315613291203977e-06,
"loss": 0.1503,
"step": 30
},
{
"epoch": 1.0689655172413792,
"grad_norm": 0.3472551839526283,
"learning_rate": 8.162226877976886e-06,
"loss": 0.1624,
"step": 31
},
{
"epoch": 1.103448275862069,
"grad_norm": 0.3119751636900065,
"learning_rate": 8.003711321189895e-06,
"loss": 0.1525,
"step": 32
},
{
"epoch": 1.1379310344827587,
"grad_norm": 0.36473590972460807,
"learning_rate": 7.84032373365578e-06,
"loss": 0.1743,
"step": 33
},
{
"epoch": 1.1724137931034484,
"grad_norm": 0.3754222460318716,
"learning_rate": 7.672329130639007e-06,
"loss": 0.1839,
"step": 34
},
{
"epoch": 1.206896551724138,
"grad_norm": 0.3440125880926874,
"learning_rate": 7.500000000000001e-06,
"loss": 0.1691,
"step": 35
},
{
"epoch": 1.2413793103448276,
"grad_norm": 0.32158510549152597,
"learning_rate": 7.323615860218844e-06,
"loss": 0.1535,
"step": 36
},
{
"epoch": 1.2758620689655173,
"grad_norm": 0.3339665959815591,
"learning_rate": 7.143462807015271e-06,
"loss": 0.1556,
"step": 37
},
{
"epoch": 1.3103448275862069,
"grad_norm": 0.34776270320077474,
"learning_rate": 6.959833049300376e-06,
"loss": 0.1635,
"step": 38
},
{
"epoch": 1.3448275862068966,
"grad_norm": 0.3664731009524177,
"learning_rate": 6.773024435212678e-06,
"loss": 0.1629,
"step": 39
},
{
"epoch": 1.3793103448275863,
"grad_norm": 0.35319022882448053,
"learning_rate": 6.583339969007364e-06,
"loss": 0.1548,
"step": 40
},
{
"epoch": 1.4137931034482758,
"grad_norm": 0.322074992178244,
"learning_rate": 6.391087319582264e-06,
"loss": 0.1492,
"step": 41
},
{
"epoch": 1.4482758620689655,
"grad_norm": 0.3745066020307014,
"learning_rate": 6.1965783214377895e-06,
"loss": 0.1678,
"step": 42
},
{
"epoch": 1.4827586206896552,
"grad_norm": 0.3349892745642585,
"learning_rate": 6.000128468880223e-06,
"loss": 0.1352,
"step": 43
},
{
"epoch": 1.5172413793103448,
"grad_norm": 0.3621146034278814,
"learning_rate": 5.8020564042888015e-06,
"loss": 0.1535,
"step": 44
},
{
"epoch": 1.5517241379310345,
"grad_norm": 0.3356997566620184,
"learning_rate": 5.6026834012766155e-06,
"loss": 0.1389,
"step": 45
},
{
"epoch": 1.5862068965517242,
"grad_norm": 0.3393649872853136,
"learning_rate": 5.402332843583631e-06,
"loss": 0.1418,
"step": 46
},
{
"epoch": 1.6206896551724137,
"grad_norm": 0.3288903512386936,
"learning_rate": 5.201329700547077e-06,
"loss": 0.1318,
"step": 47
},
{
"epoch": 1.6551724137931034,
"grad_norm": 0.35291058020727184,
"learning_rate": 5e-06,
"loss": 0.139,
"step": 48
},
{
"epoch": 1.6896551724137931,
"grad_norm": 0.31859428188018823,
"learning_rate": 4.798670299452926e-06,
"loss": 0.132,
"step": 49
},
{
"epoch": 1.7241379310344827,
"grad_norm": 0.36948885648092306,
"learning_rate": 4.597667156416371e-06,
"loss": 0.1459,
"step": 50
},
{
"epoch": 1.7586206896551724,
"grad_norm": 0.4140907666360901,
"learning_rate": 4.397316598723385e-06,
"loss": 0.1898,
"step": 51
},
{
"epoch": 1.793103448275862,
"grad_norm": 0.37454232433271367,
"learning_rate": 4.1979435957111984e-06,
"loss": 0.1519,
"step": 52
},
{
"epoch": 1.8275862068965516,
"grad_norm": 0.36698948317992974,
"learning_rate": 3.999871531119779e-06,
"loss": 0.1563,
"step": 53
},
{
"epoch": 1.8620689655172413,
"grad_norm": 0.3987168791517662,
"learning_rate": 3.803421678562213e-06,
"loss": 0.1538,
"step": 54
},
{
"epoch": 1.896551724137931,
"grad_norm": 0.35639343871652807,
"learning_rate": 3.6089126804177373e-06,
"loss": 0.1312,
"step": 55
},
{
"epoch": 1.9310344827586206,
"grad_norm": 0.3051946271043259,
"learning_rate": 3.416660030992639e-06,
"loss": 0.1248,
"step": 56
},
{
"epoch": 1.9655172413793105,
"grad_norm": 0.32352874901380435,
"learning_rate": 3.226975564787322e-06,
"loss": 0.1217,
"step": 57
},
{
"epoch": 2.0,
"grad_norm": 0.3834889635507212,
"learning_rate": 3.040166950699626e-06,
"loss": 0.1601,
"step": 58
},
{
"epoch": 2.0344827586206895,
"grad_norm": 0.311091599579286,
"learning_rate": 2.8565371929847286e-06,
"loss": 0.1127,
"step": 59
},
{
"epoch": 2.0689655172413794,
"grad_norm": 0.35138772971857607,
"learning_rate": 2.6763841397811576e-06,
"loss": 0.1301,
"step": 60
},
{
"epoch": 2.103448275862069,
"grad_norm": 0.3412886489094977,
"learning_rate": 2.5000000000000015e-06,
"loss": 0.1243,
"step": 61
},
{
"epoch": 2.1379310344827585,
"grad_norm": 0.33728563398551564,
"learning_rate": 2.3276708693609947e-06,
"loss": 0.1144,
"step": 62
},
{
"epoch": 2.1724137931034484,
"grad_norm": 0.3115082544602725,
"learning_rate": 2.159676266344222e-06,
"loss": 0.1063,
"step": 63
},
{
"epoch": 2.206896551724138,
"grad_norm": 0.3525243286834508,
"learning_rate": 1.996288678810105e-06,
"loss": 0.1259,
"step": 64
},
{
"epoch": 2.2413793103448274,
"grad_norm": 0.32371434370720314,
"learning_rate": 1.8377731220231144e-06,
"loss": 0.1019,
"step": 65
},
{
"epoch": 2.2758620689655173,
"grad_norm": 0.30148326256239505,
"learning_rate": 1.6843867087960252e-06,
"loss": 0.1049,
"step": 66
},
{
"epoch": 2.310344827586207,
"grad_norm": 0.3311910822062836,
"learning_rate": 1.5363782324520033e-06,
"loss": 0.1106,
"step": 67
},
{
"epoch": 2.344827586206897,
"grad_norm": 0.3506409615806702,
"learning_rate": 1.3939877632809279e-06,
"loss": 0.1123,
"step": 68
},
{
"epoch": 2.3793103448275863,
"grad_norm": 0.305444065384095,
"learning_rate": 1.257446259144494e-06,
"loss": 0.102,
"step": 69
},
{
"epoch": 2.413793103448276,
"grad_norm": 0.2776673923244958,
"learning_rate": 1.1269751908617277e-06,
"loss": 0.0889,
"step": 70
},
{
"epoch": 2.4482758620689653,
"grad_norm": 0.2853344145059976,
"learning_rate": 1.0027861829824953e-06,
"loss": 0.0905,
"step": 71
},
{
"epoch": 2.4827586206896552,
"grad_norm": 0.3297908783701314,
"learning_rate": 8.850806705317183e-07,
"loss": 0.1079,
"step": 72
},
{
"epoch": 2.5172413793103448,
"grad_norm": 0.32560370624682045,
"learning_rate": 7.740495722810271e-07,
"loss": 0.1079,
"step": 73
},
{
"epoch": 2.5517241379310347,
"grad_norm": 0.35586337791264894,
"learning_rate": 6.698729810778065e-07,
"loss": 0.1037,
"step": 74
},
{
"epoch": 2.586206896551724,
"grad_norm": 0.3315175811831225,
"learning_rate": 5.727198717339511e-07,
"loss": 0.1075,
"step": 75
},
{
"epoch": 2.6206896551724137,
"grad_norm": 0.35277939107078204,
"learning_rate": 4.827478269480895e-07,
"loss": 0.1132,
"step": 76
},
{
"epoch": 2.655172413793103,
"grad_norm": 0.3970709020417667,
"learning_rate": 4.001027817058789e-07,
"loss": 0.1272,
"step": 77
},
{
"epoch": 2.689655172413793,
"grad_norm": 0.31343582687046845,
"learning_rate": 3.2491878657292643e-07,
"loss": 0.1086,
"step": 78
},
{
"epoch": 2.7241379310344827,
"grad_norm": 0.36817444381442266,
"learning_rate": 2.573177902642726e-07,
"loss": 0.1214,
"step": 79
},
{
"epoch": 2.7586206896551726,
"grad_norm": 0.3201480217673011,
"learning_rate": 1.9740944184313882e-07,
"loss": 0.0993,
"step": 80
},
{
"epoch": 2.793103448275862,
"grad_norm": 0.3588278131749075,
"learning_rate": 1.4529091286973994e-07,
"loss": 0.1071,
"step": 81
},
{
"epoch": 2.8275862068965516,
"grad_norm": 0.3616467526970753,
"learning_rate": 1.0104673978866164e-07,
"loss": 0.1112,
"step": 82
},
{
"epoch": 2.862068965517241,
"grad_norm": 0.3722334553870228,
"learning_rate": 6.474868681043578e-08,
"loss": 0.126,
"step": 83
},
{
"epoch": 2.896551724137931,
"grad_norm": 0.312011836899645,
"learning_rate": 3.645562950973014e-08,
"loss": 0.0979,
"step": 84
},
{
"epoch": 2.9310344827586206,
"grad_norm": 0.3293502901375024,
"learning_rate": 1.6213459328950355e-08,
"loss": 0.1006,
"step": 85
},
{
"epoch": 2.9655172413793105,
"grad_norm": 0.33847790149852947,
"learning_rate": 4.055009142152066e-09,
"loss": 0.1012,
"step": 86
},
{
"epoch": 3.0,
"grad_norm": 0.3498051357440655,
"learning_rate": 0.0,
"loss": 0.1129,
"step": 87
},
{
"epoch": 3.0,
"step": 87,
"total_flos": 3.952374498459648e+16,
"train_loss": 0.17466499442341685,
"train_runtime": 4967.3247,
"train_samples_per_second": 0.84,
"train_steps_per_second": 0.018
}
],
"logging_steps": 1,
"max_steps": 87,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 200,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 3.952374498459648e+16,
"train_batch_size": 1,
"trial_name": null,
"trial_params": null
}