leixa's picture
Training in progress, step 213, checkpoint
ce951e5 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 3.0,
"eval_steps": 18,
"global_step": 213,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.014084507042253521,
"eval_loss": 11.91716480255127,
"eval_runtime": 0.6125,
"eval_samples_per_second": 195.905,
"eval_steps_per_second": 24.488,
"step": 1
},
{
"epoch": 0.04225352112676056,
"grad_norm": 0.2159075140953064,
"learning_rate": 3e-05,
"loss": 11.9107,
"step": 3
},
{
"epoch": 0.08450704225352113,
"grad_norm": 0.2119741290807724,
"learning_rate": 6e-05,
"loss": 11.9164,
"step": 6
},
{
"epoch": 0.1267605633802817,
"grad_norm": 0.21554657816886902,
"learning_rate": 9e-05,
"loss": 11.9129,
"step": 9
},
{
"epoch": 0.16901408450704225,
"grad_norm": 0.19983112812042236,
"learning_rate": 9.997605179330019e-05,
"loss": 11.9137,
"step": 12
},
{
"epoch": 0.2112676056338028,
"grad_norm": 0.23735706508159637,
"learning_rate": 9.98503864319978e-05,
"loss": 11.9074,
"step": 15
},
{
"epoch": 0.2535211267605634,
"grad_norm": 0.28685566782951355,
"learning_rate": 9.961728733030318e-05,
"loss": 11.9116,
"step": 18
},
{
"epoch": 0.2535211267605634,
"eval_loss": 11.904885292053223,
"eval_runtime": 0.6128,
"eval_samples_per_second": 195.813,
"eval_steps_per_second": 24.477,
"step": 18
},
{
"epoch": 0.29577464788732394,
"grad_norm": 0.32204487919807434,
"learning_rate": 9.927725684557338e-05,
"loss": 11.9111,
"step": 21
},
{
"epoch": 0.3380281690140845,
"grad_norm": 0.36651644110679626,
"learning_rate": 9.883102778550434e-05,
"loss": 11.8957,
"step": 24
},
{
"epoch": 0.38028169014084506,
"grad_norm": 0.5040445923805237,
"learning_rate": 9.82795618288397e-05,
"loss": 11.888,
"step": 27
},
{
"epoch": 0.4225352112676056,
"grad_norm": 0.5162233114242554,
"learning_rate": 9.762404745283439e-05,
"loss": 11.8833,
"step": 30
},
{
"epoch": 0.4647887323943662,
"grad_norm": 0.5750740170478821,
"learning_rate": 9.686589737193929e-05,
"loss": 11.879,
"step": 33
},
{
"epoch": 0.5070422535211268,
"grad_norm": 0.5393357276916504,
"learning_rate": 9.600674549322717e-05,
"loss": 11.8624,
"step": 36
},
{
"epoch": 0.5070422535211268,
"eval_loss": 11.857889175415039,
"eval_runtime": 0.612,
"eval_samples_per_second": 196.066,
"eval_steps_per_second": 24.508,
"step": 36
},
{
"epoch": 0.5492957746478874,
"grad_norm": 0.5249887108802795,
"learning_rate": 9.504844339512095e-05,
"loss": 11.8531,
"step": 39
},
{
"epoch": 0.5915492957746479,
"grad_norm": 0.33441707491874695,
"learning_rate": 9.399305633701373e-05,
"loss": 11.8462,
"step": 42
},
{
"epoch": 0.6338028169014085,
"grad_norm": 0.2839614152908325,
"learning_rate": 9.284285880837946e-05,
"loss": 11.8347,
"step": 45
},
{
"epoch": 0.676056338028169,
"grad_norm": 0.2555694878101349,
"learning_rate": 9.160032962696734e-05,
"loss": 11.834,
"step": 48
},
{
"epoch": 0.7183098591549296,
"grad_norm": 0.23353426158428192,
"learning_rate": 9.026814659664331e-05,
"loss": 11.8343,
"step": 51
},
{
"epoch": 0.7605633802816901,
"grad_norm": 0.23047791421413422,
"learning_rate": 8.88491807363919e-05,
"loss": 11.8276,
"step": 54
},
{
"epoch": 0.7605633802816901,
"eval_loss": 11.828319549560547,
"eval_runtime": 0.6154,
"eval_samples_per_second": 194.994,
"eval_steps_per_second": 24.374,
"step": 54
},
{
"epoch": 0.8028169014084507,
"grad_norm": 0.333280086517334,
"learning_rate": 8.734649009291585e-05,
"loss": 11.8283,
"step": 57
},
{
"epoch": 0.8450704225352113,
"grad_norm": 0.29108697175979614,
"learning_rate": 8.576331315016753e-05,
"loss": 11.8236,
"step": 60
},
{
"epoch": 0.8873239436619719,
"grad_norm": 0.2189083993434906,
"learning_rate": 8.410306185001611e-05,
"loss": 11.8169,
"step": 63
},
{
"epoch": 0.9295774647887324,
"grad_norm": 0.2126510888338089,
"learning_rate": 8.236931423909138e-05,
"loss": 11.819,
"step": 66
},
{
"epoch": 0.971830985915493,
"grad_norm": 0.22723552584648132,
"learning_rate": 8.05658067576513e-05,
"loss": 11.8203,
"step": 69
},
{
"epoch": 1.0140845070422535,
"grad_norm": 0.20461063086986542,
"learning_rate": 7.86964261870916e-05,
"loss": 11.8133,
"step": 72
},
{
"epoch": 1.0140845070422535,
"eval_loss": 11.81312370300293,
"eval_runtime": 0.6161,
"eval_samples_per_second": 194.759,
"eval_steps_per_second": 24.345,
"step": 72
},
{
"epoch": 1.056338028169014,
"grad_norm": 0.24878963828086853,
"learning_rate": 7.676520127345197e-05,
"loss": 11.8165,
"step": 75
},
{
"epoch": 1.0985915492957747,
"grad_norm": 0.2186020314693451,
"learning_rate": 7.477629404497048e-05,
"loss": 11.8114,
"step": 78
},
{
"epoch": 1.1408450704225352,
"grad_norm": 0.28986242413520813,
"learning_rate": 7.273399084239878e-05,
"loss": 11.8118,
"step": 81
},
{
"epoch": 1.1830985915492958,
"grad_norm": 0.1976727992296219,
"learning_rate": 7.06426930814083e-05,
"loss": 11.8103,
"step": 84
},
{
"epoch": 1.2253521126760563,
"grad_norm": 0.17177629470825195,
"learning_rate": 6.850690776699573e-05,
"loss": 11.8052,
"step": 87
},
{
"epoch": 1.267605633802817,
"grad_norm": 0.2314409464597702,
"learning_rate": 6.633123778033061e-05,
"loss": 11.8072,
"step": 90
},
{
"epoch": 1.267605633802817,
"eval_loss": 11.802838325500488,
"eval_runtime": 0.615,
"eval_samples_per_second": 195.129,
"eval_steps_per_second": 24.391,
"step": 90
},
{
"epoch": 1.3098591549295775,
"grad_norm": 0.17084774374961853,
"learning_rate": 6.412037195897785e-05,
"loss": 11.807,
"step": 93
},
{
"epoch": 1.352112676056338,
"grad_norm": 0.1774490773677826,
"learning_rate": 6.187907499187356e-05,
"loss": 11.8047,
"step": 96
},
{
"epoch": 1.3943661971830985,
"grad_norm": 0.1694556325674057,
"learning_rate": 5.961217715083185e-05,
"loss": 11.8025,
"step": 99
},
{
"epoch": 1.436619718309859,
"grad_norm": 0.32927870750427246,
"learning_rate": 5.732456388071247e-05,
"loss": 11.8011,
"step": 102
},
{
"epoch": 1.4788732394366197,
"grad_norm": 0.22614863514900208,
"learning_rate": 5.502116527068363e-05,
"loss": 11.8016,
"step": 105
},
{
"epoch": 1.5211267605633803,
"grad_norm": 0.4875750243663788,
"learning_rate": 5.270694542927088e-05,
"loss": 11.8004,
"step": 108
},
{
"epoch": 1.5211267605633803,
"eval_loss": 11.798242568969727,
"eval_runtime": 0.6119,
"eval_samples_per_second": 196.101,
"eval_steps_per_second": 24.513,
"step": 108
},
{
"epoch": 1.563380281690141,
"grad_norm": 0.16188736259937286,
"learning_rate": 5.0386891786090105e-05,
"loss": 11.7992,
"step": 111
},
{
"epoch": 1.6056338028169015,
"grad_norm": 0.2233981341123581,
"learning_rate": 4.806600434332056e-05,
"loss": 11.7992,
"step": 114
},
{
"epoch": 1.647887323943662,
"grad_norm": 0.16819994151592255,
"learning_rate": 4.574928490008264e-05,
"loss": 11.798,
"step": 117
},
{
"epoch": 1.6901408450704225,
"grad_norm": 0.12405195087194443,
"learning_rate": 4.344172627294289e-05,
"loss": 11.8012,
"step": 120
},
{
"epoch": 1.732394366197183,
"grad_norm": 0.14492444694042206,
"learning_rate": 4.114830153577759e-05,
"loss": 11.7989,
"step": 123
},
{
"epoch": 1.7746478873239435,
"grad_norm": 0.3022187054157257,
"learning_rate": 3.887395330218429e-05,
"loss": 11.7966,
"step": 126
},
{
"epoch": 1.7746478873239435,
"eval_loss": 11.796996116638184,
"eval_runtime": 0.6204,
"eval_samples_per_second": 193.41,
"eval_steps_per_second": 24.176,
"step": 126
},
{
"epoch": 1.8169014084507042,
"grad_norm": 0.34615883231163025,
"learning_rate": 3.6623583073538966e-05,
"loss": 11.7966,
"step": 129
},
{
"epoch": 1.8591549295774648,
"grad_norm": 0.1670173704624176,
"learning_rate": 3.440204067565511e-05,
"loss": 11.798,
"step": 132
},
{
"epoch": 1.9014084507042255,
"grad_norm": 0.25132665038108826,
"learning_rate": 3.221411380681007e-05,
"loss": 11.7989,
"step": 135
},
{
"epoch": 1.943661971830986,
"grad_norm": 0.3825485408306122,
"learning_rate": 3.006451771966383e-05,
"loss": 11.8008,
"step": 138
},
{
"epoch": 1.9859154929577465,
"grad_norm": 0.14148132503032684,
"learning_rate": 2.79578850593071e-05,
"loss": 11.7995,
"step": 141
},
{
"epoch": 2.028169014084507,
"grad_norm": 0.1258476823568344,
"learning_rate": 2.589875587933892e-05,
"loss": 11.7966,
"step": 144
},
{
"epoch": 2.028169014084507,
"eval_loss": 11.796266555786133,
"eval_runtime": 0.6121,
"eval_samples_per_second": 196.045,
"eval_steps_per_second": 24.506,
"step": 144
},
{
"epoch": 2.0704225352112675,
"grad_norm": 0.29805803298950195,
"learning_rate": 2.3891567857490372e-05,
"loss": 11.7973,
"step": 147
},
{
"epoch": 2.112676056338028,
"grad_norm": 0.13624520599842072,
"learning_rate": 2.194064673188089e-05,
"loss": 11.7978,
"step": 150
},
{
"epoch": 2.1549295774647885,
"grad_norm": 0.10893828421831131,
"learning_rate": 2.005019697851832e-05,
"loss": 11.7972,
"step": 153
},
{
"epoch": 2.1971830985915495,
"grad_norm": 0.13635849952697754,
"learning_rate": 1.8224292750133743e-05,
"loss": 11.7988,
"step": 156
},
{
"epoch": 2.23943661971831,
"grad_norm": 0.13502788543701172,
"learning_rate": 1.646686909587908e-05,
"loss": 11.7981,
"step": 159
},
{
"epoch": 2.2816901408450705,
"grad_norm": 0.1165008544921875,
"learning_rate": 1.4781713480810184e-05,
"loss": 11.7969,
"step": 162
},
{
"epoch": 2.2816901408450705,
"eval_loss": 11.796056747436523,
"eval_runtime": 0.6117,
"eval_samples_per_second": 196.169,
"eval_steps_per_second": 24.521,
"step": 162
},
{
"epoch": 2.323943661971831,
"grad_norm": 0.19734472036361694,
"learning_rate": 1.3172457623431706e-05,
"loss": 11.7956,
"step": 165
},
{
"epoch": 2.3661971830985915,
"grad_norm": 0.3292880356311798,
"learning_rate": 1.164256966889517e-05,
"loss": 11.7975,
"step": 168
},
{
"epoch": 2.408450704225352,
"grad_norm": 0.24362030625343323,
"learning_rate": 1.0195346714717813e-05,
"loss": 11.7978,
"step": 171
},
{
"epoch": 2.4507042253521125,
"grad_norm": 0.3114156723022461,
"learning_rate": 8.83390770513009e-06,
"loss": 11.7975,
"step": 174
},
{
"epoch": 2.492957746478873,
"grad_norm": 0.26279327273368835,
"learning_rate": 7.561186709365653e-06,
"loss": 11.8017,
"step": 177
},
{
"epoch": 2.535211267605634,
"grad_norm": 0.1340506225824356,
"learning_rate": 6.379926598379726e-06,
"loss": 11.7968,
"step": 180
},
{
"epoch": 2.535211267605634,
"eval_loss": 11.796035766601562,
"eval_runtime": 0.6227,
"eval_samples_per_second": 192.708,
"eval_steps_per_second": 24.089,
"step": 180
},
{
"epoch": 2.5774647887323945,
"grad_norm": 0.36095118522644043,
"learning_rate": 5.292673133623371e-06,
"loss": 11.7982,
"step": 183
},
{
"epoch": 2.619718309859155,
"grad_norm": 0.33758965134620667,
"learning_rate": 4.301769480613116e-06,
"loss": 11.7951,
"step": 186
},
{
"epoch": 2.6619718309859155,
"grad_norm": 0.1514846533536911,
"learning_rate": 3.4093511591198445e-06,
"loss": 11.7959,
"step": 189
},
{
"epoch": 2.704225352112676,
"grad_norm": 0.15260806679725647,
"learning_rate": 2.6173414408598827e-06,
"loss": 11.7991,
"step": 192
},
{
"epoch": 2.7464788732394365,
"grad_norm": 0.16173598170280457,
"learning_rate": 1.92744720460688e-06,
"loss": 11.7977,
"step": 195
},
{
"epoch": 2.788732394366197,
"grad_norm": 0.21083351969718933,
"learning_rate": 1.341155257657256e-06,
"loss": 11.8001,
"step": 198
},
{
"epoch": 2.788732394366197,
"eval_loss": 11.795927047729492,
"eval_runtime": 0.6119,
"eval_samples_per_second": 196.107,
"eval_steps_per_second": 24.513,
"step": 198
},
{
"epoch": 2.830985915492958,
"grad_norm": 0.1594826728105545,
"learning_rate": 8.597291315767808e-07,
"loss": 11.8005,
"step": 201
},
{
"epoch": 2.873239436619718,
"grad_norm": 0.20315298438072205,
"learning_rate": 4.842063591339763e-07,
"loss": 11.7946,
"step": 204
},
{
"epoch": 2.915492957746479,
"grad_norm": 0.15598557889461517,
"learning_rate": 2.153962382888841e-07,
"loss": 11.7981,
"step": 207
},
{
"epoch": 2.9577464788732395,
"grad_norm": 0.38635027408599854,
"learning_rate": 5.3878088055947515e-08,
"loss": 11.7958,
"step": 210
},
{
"epoch": 3.0,
"grad_norm": 0.2931283414363861,
"learning_rate": 0.0,
"loss": 11.7986,
"step": 213
}
],
"logging_steps": 3,
"max_steps": 213,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 18,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 1025932492800.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}