vdos's picture
Training in progress, step 50, checkpoint
fe85239 verified
raw
history blame
10.1 kB
{
"best_metric": 0.03536833077669144,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 2.6996699669966997,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.052805280528052806,
"grad_norm": 240.3042449951172,
"learning_rate": 5e-05,
"loss": 61.3338,
"step": 1
},
{
"epoch": 0.052805280528052806,
"eval_loss": 3.5627546310424805,
"eval_runtime": 4.3018,
"eval_samples_per_second": 29.755,
"eval_steps_per_second": 3.719,
"step": 1
},
{
"epoch": 0.10561056105610561,
"grad_norm": 312.2116394042969,
"learning_rate": 0.0001,
"loss": 55.4131,
"step": 2
},
{
"epoch": 0.15841584158415842,
"grad_norm": 184.56300354003906,
"learning_rate": 9.989294616193017e-05,
"loss": 35.5412,
"step": 3
},
{
"epoch": 0.21122112211221122,
"grad_norm": 111.88742065429688,
"learning_rate": 9.957224306869053e-05,
"loss": 19.9948,
"step": 4
},
{
"epoch": 0.264026402640264,
"grad_norm": 86.86764526367188,
"learning_rate": 9.903926402016153e-05,
"loss": 24.8855,
"step": 5
},
{
"epoch": 0.31683168316831684,
"grad_norm": 132.280029296875,
"learning_rate": 9.829629131445342e-05,
"loss": 18.4034,
"step": 6
},
{
"epoch": 0.3696369636963696,
"grad_norm": 144.69395446777344,
"learning_rate": 9.73465064747553e-05,
"loss": 15.066,
"step": 7
},
{
"epoch": 0.42244224422442245,
"grad_norm": 64.07872772216797,
"learning_rate": 9.619397662556435e-05,
"loss": 10.6669,
"step": 8
},
{
"epoch": 0.4752475247524752,
"grad_norm": 71.51905822753906,
"learning_rate": 9.484363707663442e-05,
"loss": 9.8098,
"step": 9
},
{
"epoch": 0.528052805280528,
"grad_norm": 96.21553802490234,
"learning_rate": 9.330127018922194e-05,
"loss": 19.7731,
"step": 10
},
{
"epoch": 0.5808580858085809,
"grad_norm": 66.71566772460938,
"learning_rate": 9.157348061512727e-05,
"loss": 10.8857,
"step": 11
},
{
"epoch": 0.6336633663366337,
"grad_norm": 56.84700393676758,
"learning_rate": 8.966766701456177e-05,
"loss": 10.1991,
"step": 12
},
{
"epoch": 0.6864686468646864,
"grad_norm": 57.972469329833984,
"learning_rate": 8.759199037394887e-05,
"loss": 8.0601,
"step": 13
},
{
"epoch": 0.7392739273927392,
"grad_norm": 61.932777404785156,
"learning_rate": 8.535533905932738e-05,
"loss": 9.777,
"step": 14
},
{
"epoch": 0.7920792079207921,
"grad_norm": 61.04229736328125,
"learning_rate": 8.296729075500344e-05,
"loss": 8.4654,
"step": 15
},
{
"epoch": 0.8448844884488449,
"grad_norm": 55.51152801513672,
"learning_rate": 8.043807145043604e-05,
"loss": 5.9386,
"step": 16
},
{
"epoch": 0.8976897689768977,
"grad_norm": 43.309749603271484,
"learning_rate": 7.777851165098012e-05,
"loss": 3.4815,
"step": 17
},
{
"epoch": 0.9504950495049505,
"grad_norm": 49.29344177246094,
"learning_rate": 7.500000000000001e-05,
"loss": 2.9009,
"step": 18
},
{
"epoch": 1.033003300330033,
"grad_norm": 71.64353942871094,
"learning_rate": 7.211443451095007e-05,
"loss": 5.4645,
"step": 19
},
{
"epoch": 1.0858085808580857,
"grad_norm": 54.31509017944336,
"learning_rate": 6.91341716182545e-05,
"loss": 3.0766,
"step": 20
},
{
"epoch": 1.1386138613861387,
"grad_norm": 80.26276397705078,
"learning_rate": 6.607197326515808e-05,
"loss": 2.1301,
"step": 21
},
{
"epoch": 1.1914191419141915,
"grad_norm": 56.407894134521484,
"learning_rate": 6.294095225512603e-05,
"loss": 1.6217,
"step": 22
},
{
"epoch": 1.2442244224422443,
"grad_norm": 45.19135284423828,
"learning_rate": 5.9754516100806423e-05,
"loss": 1.4165,
"step": 23
},
{
"epoch": 1.297029702970297,
"grad_norm": 74.26824951171875,
"learning_rate": 5.6526309611002594e-05,
"loss": 2.6401,
"step": 24
},
{
"epoch": 1.3498349834983498,
"grad_norm": 48.40488052368164,
"learning_rate": 5.327015646150716e-05,
"loss": 0.9736,
"step": 25
},
{
"epoch": 1.3498349834983498,
"eval_loss": 0.08991359174251556,
"eval_runtime": 4.5659,
"eval_samples_per_second": 28.034,
"eval_steps_per_second": 3.504,
"step": 25
},
{
"epoch": 1.4026402640264026,
"grad_norm": 49.3033561706543,
"learning_rate": 5e-05,
"loss": 0.6019,
"step": 26
},
{
"epoch": 1.4554455445544554,
"grad_norm": 40.293243408203125,
"learning_rate": 4.6729843538492847e-05,
"loss": 0.6071,
"step": 27
},
{
"epoch": 1.5082508250825084,
"grad_norm": 52.87701416015625,
"learning_rate": 4.347369038899744e-05,
"loss": 2.4937,
"step": 28
},
{
"epoch": 1.561056105610561,
"grad_norm": 46.945491790771484,
"learning_rate": 4.0245483899193595e-05,
"loss": 0.7908,
"step": 29
},
{
"epoch": 1.613861386138614,
"grad_norm": 58.49090576171875,
"learning_rate": 3.705904774487396e-05,
"loss": 0.5764,
"step": 30
},
{
"epoch": 1.6666666666666665,
"grad_norm": 34.49781036376953,
"learning_rate": 3.392802673484193e-05,
"loss": 0.2,
"step": 31
},
{
"epoch": 1.7194719471947195,
"grad_norm": 45.59718704223633,
"learning_rate": 3.086582838174551e-05,
"loss": 0.6603,
"step": 32
},
{
"epoch": 1.7722772277227723,
"grad_norm": 26.68146324157715,
"learning_rate": 2.7885565489049946e-05,
"loss": 0.685,
"step": 33
},
{
"epoch": 1.825082508250825,
"grad_norm": 29.098257064819336,
"learning_rate": 2.500000000000001e-05,
"loss": 0.4208,
"step": 34
},
{
"epoch": 1.8778877887788779,
"grad_norm": 36.968624114990234,
"learning_rate": 2.2221488349019903e-05,
"loss": 0.17,
"step": 35
},
{
"epoch": 1.9306930693069306,
"grad_norm": 20.257652282714844,
"learning_rate": 1.9561928549563968e-05,
"loss": 0.1213,
"step": 36
},
{
"epoch": 2.0132013201320134,
"grad_norm": 20.416902542114258,
"learning_rate": 1.703270924499656e-05,
"loss": 0.3783,
"step": 37
},
{
"epoch": 2.066006600660066,
"grad_norm": 14.051177978515625,
"learning_rate": 1.4644660940672627e-05,
"loss": 0.1184,
"step": 38
},
{
"epoch": 2.118811881188119,
"grad_norm": 9.072379112243652,
"learning_rate": 1.2408009626051137e-05,
"loss": 0.07,
"step": 39
},
{
"epoch": 2.1716171617161715,
"grad_norm": 14.456093788146973,
"learning_rate": 1.0332332985438248e-05,
"loss": 0.0421,
"step": 40
},
{
"epoch": 2.2244224422442245,
"grad_norm": 8.208637237548828,
"learning_rate": 8.426519384872733e-06,
"loss": 0.0268,
"step": 41
},
{
"epoch": 2.2772277227722775,
"grad_norm": 33.25442886352539,
"learning_rate": 6.698729810778065e-06,
"loss": 0.2891,
"step": 42
},
{
"epoch": 2.33003300330033,
"grad_norm": 8.580497741699219,
"learning_rate": 5.156362923365588e-06,
"loss": 0.0713,
"step": 43
},
{
"epoch": 2.382838283828383,
"grad_norm": 5.246236801147461,
"learning_rate": 3.8060233744356633e-06,
"loss": 0.0203,
"step": 44
},
{
"epoch": 2.4356435643564356,
"grad_norm": 3.4388229846954346,
"learning_rate": 2.653493525244721e-06,
"loss": 0.0178,
"step": 45
},
{
"epoch": 2.4884488448844886,
"grad_norm": 18.330442428588867,
"learning_rate": 1.70370868554659e-06,
"loss": 0.4954,
"step": 46
},
{
"epoch": 2.541254125412541,
"grad_norm": 10.584196090698242,
"learning_rate": 9.607359798384785e-07,
"loss": 0.1212,
"step": 47
},
{
"epoch": 2.594059405940594,
"grad_norm": 19.070772171020508,
"learning_rate": 4.277569313094809e-07,
"loss": 0.0592,
"step": 48
},
{
"epoch": 2.6468646864686467,
"grad_norm": 24.324411392211914,
"learning_rate": 1.0705383806982606e-07,
"loss": 0.0942,
"step": 49
},
{
"epoch": 2.6996699669966997,
"grad_norm": 9.229938507080078,
"learning_rate": 0.0,
"loss": 0.2343,
"step": 50
},
{
"epoch": 2.6996699669966997,
"eval_loss": 0.03536833077669144,
"eval_runtime": 4.8433,
"eval_samples_per_second": 26.428,
"eval_steps_per_second": 3.304,
"step": 50
}
],
"logging_steps": 1,
"max_steps": 50,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 25,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 1,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 0
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 5.932088473514148e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}