b1_science_top_16_0.3k / trainer_state.json
ryanmarten's picture
End of training
e610c69 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 12.30379746835443,
"eval_steps": 500,
"global_step": 117,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.10126582278481013,
"grad_norm": 7.910776869268381,
"learning_rate": 8.333333333333333e-07,
"loss": 1.2102,
"step": 1
},
{
"epoch": 0.20253164556962025,
"grad_norm": 8.068097740119322,
"learning_rate": 1.6666666666666667e-06,
"loss": 1.3049,
"step": 2
},
{
"epoch": 0.3037974683544304,
"grad_norm": 8.767932052986346,
"learning_rate": 2.5e-06,
"loss": 1.3678,
"step": 3
},
{
"epoch": 0.4050632911392405,
"grad_norm": 8.57574270903701,
"learning_rate": 3.3333333333333333e-06,
"loss": 1.3404,
"step": 4
},
{
"epoch": 0.5063291139240507,
"grad_norm": 6.336407444734683,
"learning_rate": 4.166666666666667e-06,
"loss": 1.2558,
"step": 5
},
{
"epoch": 0.6075949367088608,
"grad_norm": 3.8435756430110986,
"learning_rate": 5e-06,
"loss": 1.1516,
"step": 6
},
{
"epoch": 0.7088607594936709,
"grad_norm": 3.3689303522600196,
"learning_rate": 5.833333333333334e-06,
"loss": 1.1936,
"step": 7
},
{
"epoch": 0.810126582278481,
"grad_norm": 3.697830761480994,
"learning_rate": 6.666666666666667e-06,
"loss": 1.1017,
"step": 8
},
{
"epoch": 0.9113924050632911,
"grad_norm": 4.598516834408057,
"learning_rate": 7.500000000000001e-06,
"loss": 1.1094,
"step": 9
},
{
"epoch": 1.0506329113924051,
"grad_norm": 5.0331347391052415,
"learning_rate": 8.333333333333334e-06,
"loss": 1.0965,
"step": 10
},
{
"epoch": 1.1518987341772151,
"grad_norm": 4.416693220117886,
"learning_rate": 9.166666666666666e-06,
"loss": 1.0233,
"step": 11
},
{
"epoch": 1.2531645569620253,
"grad_norm": 4.455003544841934,
"learning_rate": 1e-05,
"loss": 1.0615,
"step": 12
},
{
"epoch": 1.3544303797468356,
"grad_norm": 2.7108881252358006,
"learning_rate": 9.997762161417517e-06,
"loss": 0.9539,
"step": 13
},
{
"epoch": 1.4556962025316456,
"grad_norm": 2.3781307784075065,
"learning_rate": 9.991050648838676e-06,
"loss": 0.9062,
"step": 14
},
{
"epoch": 1.5569620253164556,
"grad_norm": 2.7671628682377536,
"learning_rate": 9.979871469976197e-06,
"loss": 0.9214,
"step": 15
},
{
"epoch": 1.6582278481012658,
"grad_norm": 2.69164548478121,
"learning_rate": 9.964234631709188e-06,
"loss": 0.9167,
"step": 16
},
{
"epoch": 1.759493670886076,
"grad_norm": 1.8752826457383043,
"learning_rate": 9.944154131125643e-06,
"loss": 0.8792,
"step": 17
},
{
"epoch": 1.8607594936708862,
"grad_norm": 1.7629645480935292,
"learning_rate": 9.91964794299315e-06,
"loss": 0.8826,
"step": 18
},
{
"epoch": 1.9620253164556962,
"grad_norm": 1.8598379801684275,
"learning_rate": 9.890738003669029e-06,
"loss": 0.8337,
"step": 19
},
{
"epoch": 2.1012658227848102,
"grad_norm": 1.7601902843731678,
"learning_rate": 9.857450191464337e-06,
"loss": 0.7117,
"step": 20
},
{
"epoch": 2.2025316455696204,
"grad_norm": 1.6688259968463455,
"learning_rate": 9.819814303479268e-06,
"loss": 0.6983,
"step": 21
},
{
"epoch": 2.3037974683544302,
"grad_norm": 1.324059383773062,
"learning_rate": 9.777864028930705e-06,
"loss": 0.6972,
"step": 22
},
{
"epoch": 2.4050632911392404,
"grad_norm": 1.5097999286676165,
"learning_rate": 9.731636918995821e-06,
"loss": 0.6929,
"step": 23
},
{
"epoch": 2.5063291139240507,
"grad_norm": 1.4542453165229061,
"learning_rate": 9.681174353198687e-06,
"loss": 0.6194,
"step": 24
},
{
"epoch": 2.607594936708861,
"grad_norm": 1.41651566460622,
"learning_rate": 9.626521502369984e-06,
"loss": 0.6231,
"step": 25
},
{
"epoch": 2.708860759493671,
"grad_norm": 1.2792142263407915,
"learning_rate": 9.567727288213005e-06,
"loss": 0.6172,
"step": 26
},
{
"epoch": 2.810126582278481,
"grad_norm": 1.4125008295953911,
"learning_rate": 9.504844339512096e-06,
"loss": 0.6477,
"step": 27
},
{
"epoch": 2.911392405063291,
"grad_norm": 1.3129136249171092,
"learning_rate": 9.437928945022772e-06,
"loss": 0.6234,
"step": 28
},
{
"epoch": 3.050632911392405,
"grad_norm": 1.3057048645987812,
"learning_rate": 9.36704100308565e-06,
"loss": 0.5529,
"step": 29
},
{
"epoch": 3.151898734177215,
"grad_norm": 1.4115007740987349,
"learning_rate": 9.292243968009332e-06,
"loss": 0.4256,
"step": 30
},
{
"epoch": 3.2531645569620253,
"grad_norm": 1.2836438924827784,
"learning_rate": 9.213604793270196e-06,
"loss": 0.4343,
"step": 31
},
{
"epoch": 3.3544303797468356,
"grad_norm": 1.2652878607503002,
"learning_rate": 9.131193871579975e-06,
"loss": 0.4271,
"step": 32
},
{
"epoch": 3.4556962025316453,
"grad_norm": 2.421169431145599,
"learning_rate": 9.045084971874738e-06,
"loss": 0.407,
"step": 33
},
{
"epoch": 3.5569620253164556,
"grad_norm": 1.6520715456696227,
"learning_rate": 8.955355173281709e-06,
"loss": 0.4483,
"step": 34
},
{
"epoch": 3.6582278481012658,
"grad_norm": 1.3631097569348252,
"learning_rate": 8.862084796122998e-06,
"loss": 0.4065,
"step": 35
},
{
"epoch": 3.759493670886076,
"grad_norm": 1.3352370337105939,
"learning_rate": 8.765357330018056e-06,
"loss": 0.3704,
"step": 36
},
{
"epoch": 3.8607594936708862,
"grad_norm": 1.282105823307875,
"learning_rate": 8.665259359149132e-06,
"loss": 0.3583,
"step": 37
},
{
"epoch": 3.962025316455696,
"grad_norm": 1.386221531298694,
"learning_rate": 8.561880484756726e-06,
"loss": 0.3774,
"step": 38
},
{
"epoch": 4.10126582278481,
"grad_norm": 1.3198737253650181,
"learning_rate": 8.455313244934324e-06,
"loss": 0.2767,
"step": 39
},
{
"epoch": 4.2025316455696204,
"grad_norm": 1.158750195024177,
"learning_rate": 8.345653031794292e-06,
"loss": 0.2376,
"step": 40
},
{
"epoch": 4.30379746835443,
"grad_norm": 1.0724191223762354,
"learning_rate": 8.232998006078998e-06,
"loss": 0.2261,
"step": 41
},
{
"epoch": 4.405063291139241,
"grad_norm": 1.3525031914915266,
"learning_rate": 8.117449009293668e-06,
"loss": 0.2602,
"step": 42
},
{
"epoch": 4.506329113924051,
"grad_norm": 1.332021358804614,
"learning_rate": 7.99910947343957e-06,
"loss": 0.1984,
"step": 43
},
{
"epoch": 4.6075949367088604,
"grad_norm": 1.2727487563677071,
"learning_rate": 7.87808532842837e-06,
"loss": 0.2647,
"step": 44
},
{
"epoch": 4.708860759493671,
"grad_norm": 1.0759580819509384,
"learning_rate": 7.754484907260513e-06,
"loss": 0.2037,
"step": 45
},
{
"epoch": 4.810126582278481,
"grad_norm": 1.0176040400298398,
"learning_rate": 7.628418849052523e-06,
"loss": 0.246,
"step": 46
},
{
"epoch": 4.911392405063291,
"grad_norm": 1.0680959417024933,
"learning_rate": 7.500000000000001e-06,
"loss": 0.2231,
"step": 47
},
{
"epoch": 5.050632911392405,
"grad_norm": 0.9256879450193155,
"learning_rate": 7.369343312364994e-06,
"loss": 0.203,
"step": 48
},
{
"epoch": 5.151898734177215,
"grad_norm": 0.9589623090756939,
"learning_rate": 7.236565741578163e-06,
"loss": 0.1167,
"step": 49
},
{
"epoch": 5.253164556962025,
"grad_norm": 0.868916396558903,
"learning_rate": 7.101786141547829e-06,
"loss": 0.1554,
"step": 50
},
{
"epoch": 5.3544303797468356,
"grad_norm": 0.8692442359134506,
"learning_rate": 6.965125158269619e-06,
"loss": 0.1287,
"step": 51
},
{
"epoch": 5.455696202531645,
"grad_norm": 1.1424767308096409,
"learning_rate": 6.8267051218319766e-06,
"loss": 0.1484,
"step": 52
},
{
"epoch": 5.556962025316456,
"grad_norm": 1.3045907030643125,
"learning_rate": 6.686649936914151e-06,
"loss": 0.1279,
"step": 53
},
{
"epoch": 5.658227848101266,
"grad_norm": 1.243853095699175,
"learning_rate": 6.545084971874738e-06,
"loss": 0.1425,
"step": 54
},
{
"epoch": 5.759493670886076,
"grad_norm": 1.1062066615401174,
"learning_rate": 6.402136946530014e-06,
"loss": 0.1665,
"step": 55
},
{
"epoch": 5.860759493670886,
"grad_norm": 0.9426574630490809,
"learning_rate": 6.257933818722544e-06,
"loss": 0.0839,
"step": 56
},
{
"epoch": 5.962025316455696,
"grad_norm": 0.9910430987137411,
"learning_rate": 6.112604669781572e-06,
"loss": 0.1461,
"step": 57
},
{
"epoch": 6.10126582278481,
"grad_norm": 0.9533648713102743,
"learning_rate": 5.9662795889777666e-06,
"loss": 0.111,
"step": 58
},
{
"epoch": 6.2025316455696204,
"grad_norm": 0.7902380193213292,
"learning_rate": 5.819089557075689e-06,
"loss": 0.0865,
"step": 59
},
{
"epoch": 6.30379746835443,
"grad_norm": 0.6696649788093965,
"learning_rate": 5.671166329088278e-06,
"loss": 0.0769,
"step": 60
},
{
"epoch": 6.405063291139241,
"grad_norm": 0.7254238181236121,
"learning_rate": 5.522642316338268e-06,
"loss": 0.0814,
"step": 61
},
{
"epoch": 6.506329113924051,
"grad_norm": 0.8876670262878879,
"learning_rate": 5.373650467932122e-06,
"loss": 0.0818,
"step": 62
},
{
"epoch": 6.6075949367088604,
"grad_norm": 0.8556179383508906,
"learning_rate": 5.224324151752575e-06,
"loss": 0.0887,
"step": 63
},
{
"epoch": 6.708860759493671,
"grad_norm": 0.7156050707610626,
"learning_rate": 5.074797035076319e-06,
"loss": 0.0879,
"step": 64
},
{
"epoch": 6.810126582278481,
"grad_norm": 0.818520944666355,
"learning_rate": 4.9252029649236835e-06,
"loss": 0.0627,
"step": 65
},
{
"epoch": 6.911392405063291,
"grad_norm": 0.7792278486812971,
"learning_rate": 4.775675848247427e-06,
"loss": 0.0584,
"step": 66
},
{
"epoch": 7.050632911392405,
"grad_norm": 0.7306117515886279,
"learning_rate": 4.626349532067879e-06,
"loss": 0.0606,
"step": 67
},
{
"epoch": 7.151898734177215,
"grad_norm": 0.5661475163044138,
"learning_rate": 4.477357683661734e-06,
"loss": 0.0598,
"step": 68
},
{
"epoch": 7.253164556962025,
"grad_norm": 0.5443456084285492,
"learning_rate": 4.3288336709117246e-06,
"loss": 0.0523,
"step": 69
},
{
"epoch": 7.3544303797468356,
"grad_norm": 0.5618594391788194,
"learning_rate": 4.180910442924312e-06,
"loss": 0.054,
"step": 70
},
{
"epoch": 7.455696202531645,
"grad_norm": 0.6269556212431191,
"learning_rate": 4.033720411022235e-06,
"loss": 0.0518,
"step": 71
},
{
"epoch": 7.556962025316456,
"grad_norm": 0.530462823349994,
"learning_rate": 3.887395330218429e-06,
"loss": 0.0549,
"step": 72
},
{
"epoch": 7.658227848101266,
"grad_norm": 0.47946808414318354,
"learning_rate": 3.7420661812774577e-06,
"loss": 0.0605,
"step": 73
},
{
"epoch": 7.759493670886076,
"grad_norm": 0.5033959589247783,
"learning_rate": 3.5978630534699873e-06,
"loss": 0.0211,
"step": 74
},
{
"epoch": 7.860759493670886,
"grad_norm": 0.4521161384306736,
"learning_rate": 3.4549150281252635e-06,
"loss": 0.0539,
"step": 75
},
{
"epoch": 7.962025316455696,
"grad_norm": 0.5711802777766155,
"learning_rate": 3.3133500630858507e-06,
"loss": 0.0575,
"step": 76
},
{
"epoch": 8.10126582278481,
"grad_norm": 0.3766077953775865,
"learning_rate": 3.173294878168025e-06,
"loss": 0.0426,
"step": 77
},
{
"epoch": 8.20253164556962,
"grad_norm": 0.3533462527788944,
"learning_rate": 3.0348748417303826e-06,
"loss": 0.0284,
"step": 78
},
{
"epoch": 8.30379746835443,
"grad_norm": 0.4744403201033981,
"learning_rate": 2.8982138584521734e-06,
"loss": 0.0386,
"step": 79
},
{
"epoch": 8.405063291139241,
"grad_norm": 0.4286991622167282,
"learning_rate": 2.7634342584218364e-06,
"loss": 0.0277,
"step": 80
},
{
"epoch": 8.50632911392405,
"grad_norm": 0.28266296550971565,
"learning_rate": 2.6306566876350072e-06,
"loss": 0.0317,
"step": 81
},
{
"epoch": 8.60759493670886,
"grad_norm": 0.4011884691614344,
"learning_rate": 2.5000000000000015e-06,
"loss": 0.0329,
"step": 82
},
{
"epoch": 8.708860759493671,
"grad_norm": 0.32495610881138104,
"learning_rate": 2.371581150947476e-06,
"loss": 0.0285,
"step": 83
},
{
"epoch": 8.810126582278482,
"grad_norm": 0.3670908813034359,
"learning_rate": 2.245515092739488e-06,
"loss": 0.0168,
"step": 84
},
{
"epoch": 8.91139240506329,
"grad_norm": 0.4835402040267645,
"learning_rate": 2.1219146715716332e-06,
"loss": 0.0559,
"step": 85
},
{
"epoch": 9.050632911392405,
"grad_norm": 0.30931705767215034,
"learning_rate": 2.0008905265604316e-06,
"loss": 0.0378,
"step": 86
},
{
"epoch": 9.151898734177216,
"grad_norm": 0.25540668229994884,
"learning_rate": 1.8825509907063328e-06,
"loss": 0.0194,
"step": 87
},
{
"epoch": 9.253164556962025,
"grad_norm": 0.20010622740478745,
"learning_rate": 1.7670019939210025e-06,
"loss": 0.0202,
"step": 88
},
{
"epoch": 9.354430379746836,
"grad_norm": 0.2842784417897834,
"learning_rate": 1.6543469682057105e-06,
"loss": 0.0517,
"step": 89
},
{
"epoch": 9.455696202531646,
"grad_norm": 0.22710293498763928,
"learning_rate": 1.544686755065677e-06,
"loss": 0.0282,
"step": 90
},
{
"epoch": 9.556962025316455,
"grad_norm": 0.3055718760747786,
"learning_rate": 1.438119515243277e-06,
"loss": 0.0318,
"step": 91
},
{
"epoch": 9.658227848101266,
"grad_norm": 0.21669510978249906,
"learning_rate": 1.3347406408508695e-06,
"loss": 0.0298,
"step": 92
},
{
"epoch": 9.759493670886076,
"grad_norm": 0.5351222995459937,
"learning_rate": 1.234642669981946e-06,
"loss": 0.0356,
"step": 93
},
{
"epoch": 9.860759493670885,
"grad_norm": 0.5647473673655102,
"learning_rate": 1.137915203877003e-06,
"loss": 0.0234,
"step": 94
},
{
"epoch": 9.962025316455696,
"grad_norm": 0.3001643857339602,
"learning_rate": 1.044644826718295e-06,
"loss": 0.0191,
"step": 95
},
{
"epoch": 10.10126582278481,
"grad_norm": 0.2361063701005521,
"learning_rate": 9.549150281252633e-07,
"loss": 0.0306,
"step": 96
},
{
"epoch": 10.20253164556962,
"grad_norm": 0.17562280493103039,
"learning_rate": 8.688061284200266e-07,
"loss": 0.0245,
"step": 97
},
{
"epoch": 10.30379746835443,
"grad_norm": 0.1887106787055557,
"learning_rate": 7.863952067298042e-07,
"loss": 0.021,
"step": 98
},
{
"epoch": 10.405063291139241,
"grad_norm": 0.19482835139049373,
"learning_rate": 7.077560319906696e-07,
"loss": 0.0199,
"step": 99
},
{
"epoch": 10.50632911392405,
"grad_norm": 0.1359705605289439,
"learning_rate": 6.329589969143518e-07,
"loss": 0.0069,
"step": 100
},
{
"epoch": 10.60759493670886,
"grad_norm": 0.18918775754698086,
"learning_rate": 5.620710549772295e-07,
"loss": 0.0268,
"step": 101
},
{
"epoch": 10.708860759493671,
"grad_norm": 0.23344033112999962,
"learning_rate": 4.951556604879049e-07,
"loss": 0.0508,
"step": 102
},
{
"epoch": 10.810126582278482,
"grad_norm": 0.4228380585885804,
"learning_rate": 4.322727117869951e-07,
"loss": 0.0326,
"step": 103
},
{
"epoch": 10.91139240506329,
"grad_norm": 0.16114680269267959,
"learning_rate": 3.734784976300165e-07,
"loss": 0.0102,
"step": 104
},
{
"epoch": 11.050632911392405,
"grad_norm": 0.1779254687263327,
"learning_rate": 3.18825646801314e-07,
"loss": 0.01,
"step": 105
},
{
"epoch": 11.151898734177216,
"grad_norm": 0.20472340787265206,
"learning_rate": 2.6836308100417874e-07,
"loss": 0.0215,
"step": 106
},
{
"epoch": 11.253164556962025,
"grad_norm": 0.17708017610219093,
"learning_rate": 2.2213597106929608e-07,
"loss": 0.0299,
"step": 107
},
{
"epoch": 11.354430379746836,
"grad_norm": 0.21217320228855543,
"learning_rate": 1.801856965207338e-07,
"loss": 0.033,
"step": 108
},
{
"epoch": 11.455696202531646,
"grad_norm": 0.33618891343982965,
"learning_rate": 1.4254980853566248e-07,
"loss": 0.0153,
"step": 109
},
{
"epoch": 11.556962025316455,
"grad_norm": 0.21084337564007086,
"learning_rate": 1.0926199633097156e-07,
"loss": 0.0158,
"step": 110
},
{
"epoch": 11.658227848101266,
"grad_norm": 0.2403111068536703,
"learning_rate": 8.035205700685167e-08,
"loss": 0.0287,
"step": 111
},
{
"epoch": 11.759493670886076,
"grad_norm": 0.13840445454845154,
"learning_rate": 5.584586887435739e-08,
"loss": 0.0188,
"step": 112
},
{
"epoch": 11.860759493670885,
"grad_norm": 0.13818949075674417,
"learning_rate": 3.576536829081323e-08,
"loss": 0.0164,
"step": 113
},
{
"epoch": 11.962025316455696,
"grad_norm": 0.17030750163627423,
"learning_rate": 2.012853002380466e-08,
"loss": 0.0188,
"step": 114
},
{
"epoch": 12.10126582278481,
"grad_norm": 0.2299965005773996,
"learning_rate": 8.949351161324227e-09,
"loss": 0.044,
"step": 115
},
{
"epoch": 12.20253164556962,
"grad_norm": 0.22652915235583296,
"learning_rate": 2.237838582483387e-09,
"loss": 0.038,
"step": 116
},
{
"epoch": 12.30379746835443,
"grad_norm": 0.1665325346779966,
"learning_rate": 0.0,
"loss": 0.0127,
"step": 117
},
{
"epoch": 12.30379746835443,
"step": 117,
"total_flos": 2.436858051873997e+16,
"train_loss": 0.3127524615981831,
"train_runtime": 1621.3499,
"train_samples_per_second": 2.534,
"train_steps_per_second": 0.072
}
],
"logging_steps": 1,
"max_steps": 117,
"num_input_tokens_seen": 0,
"num_train_epochs": 13,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 2.436858051873997e+16,
"train_batch_size": 1,
"trial_name": null,
"trial_params": null
}