gsmyrnis's picture
End of training
2b39bc9 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 2.962025316455696,
"eval_steps": 500,
"global_step": 78,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0379746835443038,
"grad_norm": 9.957548553322647,
"learning_rate": 1.25e-06,
"loss": 0.9713,
"step": 1
},
{
"epoch": 0.0759493670886076,
"grad_norm": 9.985108674661252,
"learning_rate": 2.5e-06,
"loss": 0.991,
"step": 2
},
{
"epoch": 0.11392405063291139,
"grad_norm": 9.706261106399902,
"learning_rate": 3.7500000000000005e-06,
"loss": 1.0266,
"step": 3
},
{
"epoch": 0.1518987341772152,
"grad_norm": 8.001810981524628,
"learning_rate": 5e-06,
"loss": 0.9713,
"step": 4
},
{
"epoch": 0.189873417721519,
"grad_norm": 5.169780518606936,
"learning_rate": 6.25e-06,
"loss": 0.9267,
"step": 5
},
{
"epoch": 0.22784810126582278,
"grad_norm": 3.998888986405131,
"learning_rate": 7.500000000000001e-06,
"loss": 0.8087,
"step": 6
},
{
"epoch": 0.26582278481012656,
"grad_norm": 3.3221599230206063,
"learning_rate": 8.750000000000001e-06,
"loss": 0.7365,
"step": 7
},
{
"epoch": 0.3037974683544304,
"grad_norm": 2.616871192982944,
"learning_rate": 1e-05,
"loss": 0.7156,
"step": 8
},
{
"epoch": 0.34177215189873417,
"grad_norm": 2.346550661330392,
"learning_rate": 9.994965332706574e-06,
"loss": 0.687,
"step": 9
},
{
"epoch": 0.379746835443038,
"grad_norm": 2.4394026660864716,
"learning_rate": 9.979871469976197e-06,
"loss": 0.6445,
"step": 10
},
{
"epoch": 0.4177215189873418,
"grad_norm": 1.9546180950509056,
"learning_rate": 9.954748808839675e-06,
"loss": 0.634,
"step": 11
},
{
"epoch": 0.45569620253164556,
"grad_norm": 1.6494467158995272,
"learning_rate": 9.91964794299315e-06,
"loss": 0.6408,
"step": 12
},
{
"epoch": 0.4936708860759494,
"grad_norm": 1.593487584280316,
"learning_rate": 9.874639560909118e-06,
"loss": 0.5857,
"step": 13
},
{
"epoch": 0.5316455696202531,
"grad_norm": 1.7418928363879251,
"learning_rate": 9.819814303479268e-06,
"loss": 0.6297,
"step": 14
},
{
"epoch": 0.569620253164557,
"grad_norm": 1.481174396209577,
"learning_rate": 9.755282581475769e-06,
"loss": 0.6558,
"step": 15
},
{
"epoch": 0.6075949367088608,
"grad_norm": 1.3303606157200163,
"learning_rate": 9.681174353198687e-06,
"loss": 0.6002,
"step": 16
},
{
"epoch": 0.6455696202531646,
"grad_norm": 1.433820593402365,
"learning_rate": 9.597638862757255e-06,
"loss": 0.6206,
"step": 17
},
{
"epoch": 0.6835443037974683,
"grad_norm": 1.2744328251297492,
"learning_rate": 9.504844339512096e-06,
"loss": 0.6227,
"step": 18
},
{
"epoch": 0.7215189873417721,
"grad_norm": 1.3031604814024054,
"learning_rate": 9.40297765928369e-06,
"loss": 0.587,
"step": 19
},
{
"epoch": 0.759493670886076,
"grad_norm": 1.4316949075465608,
"learning_rate": 9.292243968009332e-06,
"loss": 0.6471,
"step": 20
},
{
"epoch": 0.7974683544303798,
"grad_norm": 1.162051301543542,
"learning_rate": 9.172866268606514e-06,
"loss": 0.5536,
"step": 21
},
{
"epoch": 0.8354430379746836,
"grad_norm": 1.157069048811417,
"learning_rate": 9.045084971874738e-06,
"loss": 0.578,
"step": 22
},
{
"epoch": 0.8734177215189873,
"grad_norm": 1.3103025654917138,
"learning_rate": 8.90915741234015e-06,
"loss": 0.591,
"step": 23
},
{
"epoch": 0.9113924050632911,
"grad_norm": 1.380236644707809,
"learning_rate": 8.765357330018056e-06,
"loss": 0.6074,
"step": 24
},
{
"epoch": 0.9493670886075949,
"grad_norm": 1.2486616195577804,
"learning_rate": 8.613974319136959e-06,
"loss": 0.6023,
"step": 25
},
{
"epoch": 0.9873417721518988,
"grad_norm": 1.2816040526324866,
"learning_rate": 8.455313244934324e-06,
"loss": 0.5933,
"step": 26
},
{
"epoch": 1.0253164556962024,
"grad_norm": 2.335290159380928,
"learning_rate": 8.289693629698564e-06,
"loss": 0.9482,
"step": 27
},
{
"epoch": 1.0632911392405062,
"grad_norm": 1.097409197181704,
"learning_rate": 8.117449009293668e-06,
"loss": 0.4475,
"step": 28
},
{
"epoch": 1.1012658227848102,
"grad_norm": 1.0749833654838596,
"learning_rate": 7.938926261462366e-06,
"loss": 0.479,
"step": 29
},
{
"epoch": 1.139240506329114,
"grad_norm": 1.060278309114871,
"learning_rate": 7.754484907260513e-06,
"loss": 0.487,
"step": 30
},
{
"epoch": 1.1772151898734178,
"grad_norm": 1.1027437567641056,
"learning_rate": 7.564496387029532e-06,
"loss": 0.4719,
"step": 31
},
{
"epoch": 1.2151898734177216,
"grad_norm": 1.1228067655268963,
"learning_rate": 7.369343312364994e-06,
"loss": 0.439,
"step": 32
},
{
"epoch": 1.2531645569620253,
"grad_norm": 1.2042550076536291,
"learning_rate": 7.169418695587791e-06,
"loss": 0.4851,
"step": 33
},
{
"epoch": 1.2911392405063291,
"grad_norm": 1.071175489408689,
"learning_rate": 6.965125158269619e-06,
"loss": 0.4677,
"step": 34
},
{
"epoch": 1.3291139240506329,
"grad_norm": 1.095264978758299,
"learning_rate": 6.7568741204067145e-06,
"loss": 0.4578,
"step": 35
},
{
"epoch": 1.3670886075949367,
"grad_norm": 1.147169839461561,
"learning_rate": 6.545084971874738e-06,
"loss": 0.4479,
"step": 36
},
{
"epoch": 1.4050632911392404,
"grad_norm": 1.2799965851045123,
"learning_rate": 6.330184227833376e-06,
"loss": 0.4731,
"step": 37
},
{
"epoch": 1.4430379746835442,
"grad_norm": 1.177828457101423,
"learning_rate": 6.112604669781572e-06,
"loss": 0.4498,
"step": 38
},
{
"epoch": 1.481012658227848,
"grad_norm": 1.1619484427029347,
"learning_rate": 5.892784473993184e-06,
"loss": 0.4736,
"step": 39
},
{
"epoch": 1.518987341772152,
"grad_norm": 1.0345103815690855,
"learning_rate": 5.671166329088278e-06,
"loss": 0.435,
"step": 40
},
{
"epoch": 1.5569620253164556,
"grad_norm": 1.1026479888157206,
"learning_rate": 5.448196544517168e-06,
"loss": 0.4889,
"step": 41
},
{
"epoch": 1.5949367088607596,
"grad_norm": 0.9919388016336564,
"learning_rate": 5.224324151752575e-06,
"loss": 0.4153,
"step": 42
},
{
"epoch": 1.6329113924050633,
"grad_norm": 1.0715771514703643,
"learning_rate": 5e-06,
"loss": 0.4665,
"step": 43
},
{
"epoch": 1.6708860759493671,
"grad_norm": 1.1245062678426976,
"learning_rate": 4.775675848247427e-06,
"loss": 0.467,
"step": 44
},
{
"epoch": 1.7088607594936709,
"grad_norm": 0.9773184362626276,
"learning_rate": 4.551803455482833e-06,
"loss": 0.4624,
"step": 45
},
{
"epoch": 1.7468354430379747,
"grad_norm": 0.9253982190523925,
"learning_rate": 4.3288336709117246e-06,
"loss": 0.4029,
"step": 46
},
{
"epoch": 1.7848101265822784,
"grad_norm": 1.0275614152119965,
"learning_rate": 4.107215526006818e-06,
"loss": 0.4661,
"step": 47
},
{
"epoch": 1.8227848101265822,
"grad_norm": 1.0879971013287744,
"learning_rate": 3.887395330218429e-06,
"loss": 0.4822,
"step": 48
},
{
"epoch": 1.8607594936708862,
"grad_norm": 0.9725180909825993,
"learning_rate": 3.669815772166625e-06,
"loss": 0.437,
"step": 49
},
{
"epoch": 1.8987341772151898,
"grad_norm": 1.0660365226149333,
"learning_rate": 3.4549150281252635e-06,
"loss": 0.4685,
"step": 50
},
{
"epoch": 1.9367088607594938,
"grad_norm": 0.9864954896447238,
"learning_rate": 3.2431258795932863e-06,
"loss": 0.4427,
"step": 51
},
{
"epoch": 1.9746835443037973,
"grad_norm": 1.0251705463878462,
"learning_rate": 3.0348748417303826e-06,
"loss": 0.4103,
"step": 52
},
{
"epoch": 2.0126582278481013,
"grad_norm": 1.7762263480297156,
"learning_rate": 2.83058130441221e-06,
"loss": 0.6331,
"step": 53
},
{
"epoch": 2.050632911392405,
"grad_norm": 1.0454599192267253,
"learning_rate": 2.6306566876350072e-06,
"loss": 0.3539,
"step": 54
},
{
"epoch": 2.088607594936709,
"grad_norm": 0.9998841150009384,
"learning_rate": 2.43550361297047e-06,
"loss": 0.3578,
"step": 55
},
{
"epoch": 2.1265822784810124,
"grad_norm": 0.9964166404453179,
"learning_rate": 2.245515092739488e-06,
"loss": 0.3562,
"step": 56
},
{
"epoch": 2.1645569620253164,
"grad_norm": 0.9459908925231907,
"learning_rate": 2.061073738537635e-06,
"loss": 0.3568,
"step": 57
},
{
"epoch": 2.2025316455696204,
"grad_norm": 0.8966814279446472,
"learning_rate": 1.8825509907063328e-06,
"loss": 0.3325,
"step": 58
},
{
"epoch": 2.240506329113924,
"grad_norm": 0.9244456697881348,
"learning_rate": 1.7103063703014372e-06,
"loss": 0.3113,
"step": 59
},
{
"epoch": 2.278481012658228,
"grad_norm": 0.9483141643601266,
"learning_rate": 1.544686755065677e-06,
"loss": 0.3228,
"step": 60
},
{
"epoch": 2.3164556962025316,
"grad_norm": 1.0064785741358837,
"learning_rate": 1.3860256808630429e-06,
"loss": 0.3656,
"step": 61
},
{
"epoch": 2.3544303797468356,
"grad_norm": 0.9913312730806086,
"learning_rate": 1.234642669981946e-06,
"loss": 0.3416,
"step": 62
},
{
"epoch": 2.392405063291139,
"grad_norm": 0.9569431038994634,
"learning_rate": 1.0908425876598512e-06,
"loss": 0.3091,
"step": 63
},
{
"epoch": 2.430379746835443,
"grad_norm": 1.0791734978912138,
"learning_rate": 9.549150281252633e-07,
"loss": 0.3358,
"step": 64
},
{
"epoch": 2.4683544303797467,
"grad_norm": 1.061245141407699,
"learning_rate": 8.271337313934869e-07,
"loss": 0.3524,
"step": 65
},
{
"epoch": 2.5063291139240507,
"grad_norm": 1.0946626722996773,
"learning_rate": 7.077560319906696e-07,
"loss": 0.3412,
"step": 66
},
{
"epoch": 2.5443037974683547,
"grad_norm": 0.9843396259475062,
"learning_rate": 5.9702234071631e-07,
"loss": 0.3056,
"step": 67
},
{
"epoch": 2.5822784810126582,
"grad_norm": 0.9896788540648425,
"learning_rate": 4.951556604879049e-07,
"loss": 0.3231,
"step": 68
},
{
"epoch": 2.620253164556962,
"grad_norm": 1.018520895923904,
"learning_rate": 4.0236113724274716e-07,
"loss": 0.3487,
"step": 69
},
{
"epoch": 2.6582278481012658,
"grad_norm": 1.0112046345213885,
"learning_rate": 3.18825646801314e-07,
"loss": 0.3574,
"step": 70
},
{
"epoch": 2.6962025316455698,
"grad_norm": 0.9805922789991742,
"learning_rate": 2.447174185242324e-07,
"loss": 0.3268,
"step": 71
},
{
"epoch": 2.7341772151898733,
"grad_norm": 1.0121311757244564,
"learning_rate": 1.801856965207338e-07,
"loss": 0.3047,
"step": 72
},
{
"epoch": 2.7721518987341773,
"grad_norm": 0.9808044853524287,
"learning_rate": 1.253604390908819e-07,
"loss": 0.344,
"step": 73
},
{
"epoch": 2.810126582278481,
"grad_norm": 0.9448770611064761,
"learning_rate": 8.035205700685167e-08,
"loss": 0.3286,
"step": 74
},
{
"epoch": 2.848101265822785,
"grad_norm": 0.938807423248215,
"learning_rate": 4.52511911603265e-08,
"loss": 0.3249,
"step": 75
},
{
"epoch": 2.8860759493670884,
"grad_norm": 0.9467118042819199,
"learning_rate": 2.012853002380466e-08,
"loss": 0.3396,
"step": 76
},
{
"epoch": 2.9240506329113924,
"grad_norm": 1.0059613466947979,
"learning_rate": 5.034667293427053e-09,
"loss": 0.3369,
"step": 77
},
{
"epoch": 2.962025316455696,
"grad_norm": 0.999912605851653,
"learning_rate": 0.0,
"loss": 0.348,
"step": 78
},
{
"epoch": 2.962025316455696,
"step": 78,
"total_flos": 16384759316480.0,
"train_loss": 0.5084553494667395,
"train_runtime": 492.5209,
"train_samples_per_second": 15.228,
"train_steps_per_second": 0.158
}
],
"logging_steps": 1,
"max_steps": 78,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"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": 16384759316480.0,
"train_batch_size": 1,
"trial_name": null,
"trial_params": null
}