jssky's picture
Training in progress, step 50, checkpoint
86445a1 verified
{
"best_metric": 2.9313533306121826,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.012930128816408334,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.00025860257632816664,
"grad_norm": 5.741217136383057,
"learning_rate": 5e-05,
"loss": 4.6549,
"step": 1
},
{
"epoch": 0.00025860257632816664,
"eval_loss": 6.674937725067139,
"eval_runtime": 296.6341,
"eval_samples_per_second": 87.822,
"eval_steps_per_second": 10.98,
"step": 1
},
{
"epoch": 0.0005172051526563333,
"grad_norm": 13.521225929260254,
"learning_rate": 0.0001,
"loss": 5.4911,
"step": 2
},
{
"epoch": 0.0007758077289845,
"grad_norm": 12.85054874420166,
"learning_rate": 9.989294616193017e-05,
"loss": 5.5499,
"step": 3
},
{
"epoch": 0.0010344103053126666,
"grad_norm": 8.233442306518555,
"learning_rate": 9.957224306869053e-05,
"loss": 5.2136,
"step": 4
},
{
"epoch": 0.0012930128816408333,
"grad_norm": 4.432310581207275,
"learning_rate": 9.903926402016153e-05,
"loss": 5.1171,
"step": 5
},
{
"epoch": 0.001551615457969,
"grad_norm": 4.025936126708984,
"learning_rate": 9.829629131445342e-05,
"loss": 5.0315,
"step": 6
},
{
"epoch": 0.0018102180342971666,
"grad_norm": 5.589695453643799,
"learning_rate": 9.73465064747553e-05,
"loss": 4.9262,
"step": 7
},
{
"epoch": 0.002068820610625333,
"grad_norm": 5.1999192237854,
"learning_rate": 9.619397662556435e-05,
"loss": 4.7665,
"step": 8
},
{
"epoch": 0.0023274231869535,
"grad_norm": 7.176267147064209,
"learning_rate": 9.484363707663442e-05,
"loss": 4.6157,
"step": 9
},
{
"epoch": 0.0025860257632816666,
"grad_norm": 5.858346462249756,
"learning_rate": 9.330127018922194e-05,
"loss": 4.3698,
"step": 10
},
{
"epoch": 0.0028446283396098334,
"grad_norm": 6.558874130249023,
"learning_rate": 9.157348061512727e-05,
"loss": 4.2562,
"step": 11
},
{
"epoch": 0.003103230915938,
"grad_norm": 11.06159496307373,
"learning_rate": 8.966766701456177e-05,
"loss": 4.0369,
"step": 12
},
{
"epoch": 0.003361833492266167,
"grad_norm": 3.8055031299591064,
"learning_rate": 8.759199037394887e-05,
"loss": 3.2398,
"step": 13
},
{
"epoch": 0.0036204360685943332,
"grad_norm": 2.373939275741577,
"learning_rate": 8.535533905932738e-05,
"loss": 2.9109,
"step": 14
},
{
"epoch": 0.0038790386449225,
"grad_norm": 2.5665676593780518,
"learning_rate": 8.296729075500344e-05,
"loss": 2.9915,
"step": 15
},
{
"epoch": 0.004137641221250666,
"grad_norm": 2.2287397384643555,
"learning_rate": 8.043807145043604e-05,
"loss": 2.9531,
"step": 16
},
{
"epoch": 0.004396243797578833,
"grad_norm": 2.4629924297332764,
"learning_rate": 7.777851165098012e-05,
"loss": 3.0267,
"step": 17
},
{
"epoch": 0.004654846373907,
"grad_norm": 1.796347737312317,
"learning_rate": 7.500000000000001e-05,
"loss": 3.2085,
"step": 18
},
{
"epoch": 0.0049134489502351665,
"grad_norm": 1.896411657333374,
"learning_rate": 7.211443451095007e-05,
"loss": 3.1843,
"step": 19
},
{
"epoch": 0.005172051526563333,
"grad_norm": 1.9694262742996216,
"learning_rate": 6.91341716182545e-05,
"loss": 3.1063,
"step": 20
},
{
"epoch": 0.0054306541028915,
"grad_norm": 1.484022617340088,
"learning_rate": 6.607197326515808e-05,
"loss": 3.107,
"step": 21
},
{
"epoch": 0.005689256679219667,
"grad_norm": 2.0523884296417236,
"learning_rate": 6.294095225512603e-05,
"loss": 3.0146,
"step": 22
},
{
"epoch": 0.0059478592555478335,
"grad_norm": 2.0209202766418457,
"learning_rate": 5.9754516100806423e-05,
"loss": 3.1336,
"step": 23
},
{
"epoch": 0.006206461831876,
"grad_norm": 2.6279311180114746,
"learning_rate": 5.6526309611002594e-05,
"loss": 3.184,
"step": 24
},
{
"epoch": 0.006465064408204167,
"grad_norm": 2.708322048187256,
"learning_rate": 5.327015646150716e-05,
"loss": 3.4056,
"step": 25
},
{
"epoch": 0.006465064408204167,
"eval_loss": 3.034134864807129,
"eval_runtime": 296.595,
"eval_samples_per_second": 87.834,
"eval_steps_per_second": 10.981,
"step": 25
},
{
"epoch": 0.006723666984532334,
"grad_norm": 1.964606523513794,
"learning_rate": 5e-05,
"loss": 2.7854,
"step": 26
},
{
"epoch": 0.0069822695608605,
"grad_norm": 1.8417248725891113,
"learning_rate": 4.6729843538492847e-05,
"loss": 2.9155,
"step": 27
},
{
"epoch": 0.0072408721371886664,
"grad_norm": 1.793028473854065,
"learning_rate": 4.347369038899744e-05,
"loss": 2.8597,
"step": 28
},
{
"epoch": 0.007499474713516833,
"grad_norm": 1.854422926902771,
"learning_rate": 4.0245483899193595e-05,
"loss": 2.9504,
"step": 29
},
{
"epoch": 0.007758077289845,
"grad_norm": 1.4125136137008667,
"learning_rate": 3.705904774487396e-05,
"loss": 2.8636,
"step": 30
},
{
"epoch": 0.008016679866173167,
"grad_norm": 1.5822298526763916,
"learning_rate": 3.392802673484193e-05,
"loss": 3.033,
"step": 31
},
{
"epoch": 0.008275282442501333,
"grad_norm": 1.4431718587875366,
"learning_rate": 3.086582838174551e-05,
"loss": 3.0272,
"step": 32
},
{
"epoch": 0.0085338850188295,
"grad_norm": 2.054440975189209,
"learning_rate": 2.7885565489049946e-05,
"loss": 3.1003,
"step": 33
},
{
"epoch": 0.008792487595157666,
"grad_norm": 1.8294641971588135,
"learning_rate": 2.500000000000001e-05,
"loss": 2.9858,
"step": 34
},
{
"epoch": 0.009051090171485834,
"grad_norm": 1.8595656156539917,
"learning_rate": 2.2221488349019903e-05,
"loss": 3.0471,
"step": 35
},
{
"epoch": 0.009309692747814,
"grad_norm": 2.144545316696167,
"learning_rate": 1.9561928549563968e-05,
"loss": 2.9967,
"step": 36
},
{
"epoch": 0.009568295324142167,
"grad_norm": 2.1275172233581543,
"learning_rate": 1.703270924499656e-05,
"loss": 3.1765,
"step": 37
},
{
"epoch": 0.009826897900470333,
"grad_norm": 1.1156597137451172,
"learning_rate": 1.4644660940672627e-05,
"loss": 2.7978,
"step": 38
},
{
"epoch": 0.0100855004767985,
"grad_norm": 1.2987682819366455,
"learning_rate": 1.2408009626051137e-05,
"loss": 2.6641,
"step": 39
},
{
"epoch": 0.010344103053126667,
"grad_norm": 1.2446664571762085,
"learning_rate": 1.0332332985438248e-05,
"loss": 2.7144,
"step": 40
},
{
"epoch": 0.010602705629454834,
"grad_norm": 1.220151662826538,
"learning_rate": 8.426519384872733e-06,
"loss": 2.8118,
"step": 41
},
{
"epoch": 0.010861308205783,
"grad_norm": 1.4637597799301147,
"learning_rate": 6.698729810778065e-06,
"loss": 2.8893,
"step": 42
},
{
"epoch": 0.011119910782111166,
"grad_norm": 1.2210360765457153,
"learning_rate": 5.156362923365588e-06,
"loss": 2.9138,
"step": 43
},
{
"epoch": 0.011378513358439334,
"grad_norm": 1.2036255598068237,
"learning_rate": 3.8060233744356633e-06,
"loss": 3.0561,
"step": 44
},
{
"epoch": 0.0116371159347675,
"grad_norm": 1.1922022104263306,
"learning_rate": 2.653493525244721e-06,
"loss": 2.8757,
"step": 45
},
{
"epoch": 0.011895718511095667,
"grad_norm": 1.218916416168213,
"learning_rate": 1.70370868554659e-06,
"loss": 2.9347,
"step": 46
},
{
"epoch": 0.012154321087423833,
"grad_norm": 1.652422547340393,
"learning_rate": 9.607359798384785e-07,
"loss": 2.9598,
"step": 47
},
{
"epoch": 0.012412923663752,
"grad_norm": 1.3585187196731567,
"learning_rate": 4.277569313094809e-07,
"loss": 3.0889,
"step": 48
},
{
"epoch": 0.012671526240080166,
"grad_norm": 1.5648044347763062,
"learning_rate": 1.0705383806982606e-07,
"loss": 3.1441,
"step": 49
},
{
"epoch": 0.012930128816408334,
"grad_norm": 2.3186755180358887,
"learning_rate": 0.0,
"loss": 3.2848,
"step": 50
},
{
"epoch": 0.012930128816408334,
"eval_loss": 2.9313533306121826,
"eval_runtime": 296.4974,
"eval_samples_per_second": 87.862,
"eval_steps_per_second": 10.985,
"step": 50
}
],
"logging_steps": 1,
"max_steps": 50,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"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": 1.059536353886208e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}