vdos's picture
Training in progress, step 50, checkpoint
932436e verified
{
"best_metric": 0.0005516423261724412,
"best_model_checkpoint": "miner_id_24/checkpoint-25",
"epoch": 0.007326141504423158,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.00014652283008846317,
"grad_norm": 67.87615203857422,
"learning_rate": 5e-05,
"loss": 7.3346,
"step": 1
},
{
"epoch": 0.00014652283008846317,
"eval_loss": 7.334836959838867,
"eval_runtime": 2438.9079,
"eval_samples_per_second": 18.852,
"eval_steps_per_second": 2.357,
"step": 1
},
{
"epoch": 0.00029304566017692633,
"grad_norm": 67.87747955322266,
"learning_rate": 0.0001,
"loss": 7.3346,
"step": 2
},
{
"epoch": 0.0004395684902653895,
"grad_norm": 18.16913414001465,
"learning_rate": 9.989294616193017e-05,
"loss": 2.2513,
"step": 3
},
{
"epoch": 0.0005860913203538527,
"grad_norm": 10.074419021606445,
"learning_rate": 9.957224306869053e-05,
"loss": 0.9508,
"step": 4
},
{
"epoch": 0.0007326141504423158,
"grad_norm": 4.317474842071533,
"learning_rate": 9.903926402016153e-05,
"loss": 0.2698,
"step": 5
},
{
"epoch": 0.000879136980530779,
"grad_norm": 1.243073582649231,
"learning_rate": 9.829629131445342e-05,
"loss": 0.0253,
"step": 6
},
{
"epoch": 0.001025659810619242,
"grad_norm": 0.8550915122032166,
"learning_rate": 9.73465064747553e-05,
"loss": 0.0034,
"step": 7
},
{
"epoch": 0.0011721826407077053,
"grad_norm": 0.01695163920521736,
"learning_rate": 9.619397662556435e-05,
"loss": 0.0003,
"step": 8
},
{
"epoch": 0.0013187054707961684,
"grad_norm": 0.009161525405943394,
"learning_rate": 9.484363707663442e-05,
"loss": 0.0001,
"step": 9
},
{
"epoch": 0.0014652283008846315,
"grad_norm": 0.004700306337326765,
"learning_rate": 9.330127018922194e-05,
"loss": 0.0,
"step": 10
},
{
"epoch": 0.0016117511309730948,
"grad_norm": 0.002197882393375039,
"learning_rate": 9.157348061512727e-05,
"loss": 0.0,
"step": 11
},
{
"epoch": 0.001758273961061558,
"grad_norm": 0.002685612766072154,
"learning_rate": 8.966766701456177e-05,
"loss": 0.0,
"step": 12
},
{
"epoch": 0.001904796791150021,
"grad_norm": 0.00469649164006114,
"learning_rate": 8.759199037394887e-05,
"loss": 0.0,
"step": 13
},
{
"epoch": 0.002051319621238484,
"grad_norm": 0.007126097567379475,
"learning_rate": 8.535533905932738e-05,
"loss": 0.0,
"step": 14
},
{
"epoch": 0.0021978424513269474,
"grad_norm": 0.004539829678833485,
"learning_rate": 8.296729075500344e-05,
"loss": 0.0,
"step": 15
},
{
"epoch": 0.0023443652814154107,
"grad_norm": 0.0024929079227149487,
"learning_rate": 8.043807145043604e-05,
"loss": 0.0,
"step": 16
},
{
"epoch": 0.0024908881115038735,
"grad_norm": 0.001898004557006061,
"learning_rate": 7.777851165098012e-05,
"loss": 0.0,
"step": 17
},
{
"epoch": 0.002637410941592337,
"grad_norm": 0.0017185908509418368,
"learning_rate": 7.500000000000001e-05,
"loss": 0.0,
"step": 18
},
{
"epoch": 0.0027839337716808,
"grad_norm": 0.0014609902864322066,
"learning_rate": 7.211443451095007e-05,
"loss": 0.0,
"step": 19
},
{
"epoch": 0.002930456601769263,
"grad_norm": 0.0010621019173413515,
"learning_rate": 6.91341716182545e-05,
"loss": 0.0,
"step": 20
},
{
"epoch": 0.0030769794318577263,
"grad_norm": 0.0007855401490814984,
"learning_rate": 6.607197326515808e-05,
"loss": 0.0,
"step": 21
},
{
"epoch": 0.0032235022619461896,
"grad_norm": 0.000533660757355392,
"learning_rate": 6.294095225512603e-05,
"loss": 0.0,
"step": 22
},
{
"epoch": 0.0033700250920346525,
"grad_norm": 0.00034762825816869736,
"learning_rate": 5.9754516100806423e-05,
"loss": 0.0,
"step": 23
},
{
"epoch": 0.003516547922123116,
"grad_norm": 0.0002546625619288534,
"learning_rate": 5.6526309611002594e-05,
"loss": 0.0,
"step": 24
},
{
"epoch": 0.003663070752211579,
"grad_norm": 0.00020840756769757718,
"learning_rate": 5.327015646150716e-05,
"loss": 0.0,
"step": 25
},
{
"epoch": 0.003663070752211579,
"eval_loss": 0.0005516423261724412,
"eval_runtime": 2436.6617,
"eval_samples_per_second": 18.869,
"eval_steps_per_second": 2.359,
"step": 25
},
{
"epoch": 0.003809593582300042,
"grad_norm": 0.00015822373097762465,
"learning_rate": 5e-05,
"loss": 0.0,
"step": 26
},
{
"epoch": 0.003956116412388505,
"grad_norm": 0.00013516444596461952,
"learning_rate": 4.6729843538492847e-05,
"loss": 0.0,
"step": 27
},
{
"epoch": 0.004102639242476968,
"grad_norm": 0.00011721820919774473,
"learning_rate": 4.347369038899744e-05,
"loss": 0.0,
"step": 28
},
{
"epoch": 0.004249162072565432,
"grad_norm": 0.00010643725545378402,
"learning_rate": 4.0245483899193595e-05,
"loss": 0.0,
"step": 29
},
{
"epoch": 0.004395684902653895,
"grad_norm": 0.00010524487879592925,
"learning_rate": 3.705904774487396e-05,
"loss": 0.0,
"step": 30
},
{
"epoch": 0.004542207732742358,
"grad_norm": 9.345701255369931e-05,
"learning_rate": 3.392802673484193e-05,
"loss": 0.0,
"step": 31
},
{
"epoch": 0.004688730562830821,
"grad_norm": 9.012578084366396e-05,
"learning_rate": 3.086582838174551e-05,
"loss": 0.0,
"step": 32
},
{
"epoch": 0.004835253392919284,
"grad_norm": 8.863666880642995e-05,
"learning_rate": 2.7885565489049946e-05,
"loss": 0.0,
"step": 33
},
{
"epoch": 0.004981776223007747,
"grad_norm": 8.313306170748547e-05,
"learning_rate": 2.500000000000001e-05,
"loss": 0.0,
"step": 34
},
{
"epoch": 0.005128299053096211,
"grad_norm": 8.131038339342922e-05,
"learning_rate": 2.2221488349019903e-05,
"loss": 0.0,
"step": 35
},
{
"epoch": 0.005274821883184674,
"grad_norm": 7.79785550548695e-05,
"learning_rate": 1.9561928549563968e-05,
"loss": 0.0,
"step": 36
},
{
"epoch": 0.0054213447132731366,
"grad_norm": 7.947424455778673e-05,
"learning_rate": 1.703270924499656e-05,
"loss": 0.0,
"step": 37
},
{
"epoch": 0.0055678675433616,
"grad_norm": 8.158644777722657e-05,
"learning_rate": 1.4644660940672627e-05,
"loss": 0.0,
"step": 38
},
{
"epoch": 0.005714390373450063,
"grad_norm": 7.519957580370829e-05,
"learning_rate": 1.2408009626051137e-05,
"loss": 0.0,
"step": 39
},
{
"epoch": 0.005860913203538526,
"grad_norm": 7.528267451561987e-05,
"learning_rate": 1.0332332985438248e-05,
"loss": 0.0,
"step": 40
},
{
"epoch": 0.00600743603362699,
"grad_norm": 8.020062523428351e-05,
"learning_rate": 8.426519384872733e-06,
"loss": 0.0,
"step": 41
},
{
"epoch": 0.006153958863715453,
"grad_norm": 7.912742148619145e-05,
"learning_rate": 6.698729810778065e-06,
"loss": 0.0,
"step": 42
},
{
"epoch": 0.0063004816938039155,
"grad_norm": 7.51012412365526e-05,
"learning_rate": 5.156362923365588e-06,
"loss": 0.0,
"step": 43
},
{
"epoch": 0.006447004523892379,
"grad_norm": 7.722243026364595e-05,
"learning_rate": 3.8060233744356633e-06,
"loss": 0.0,
"step": 44
},
{
"epoch": 0.006593527353980842,
"grad_norm": 7.798113074386492e-05,
"learning_rate": 2.653493525244721e-06,
"loss": 0.0,
"step": 45
},
{
"epoch": 0.006740050184069305,
"grad_norm": 7.62744530220516e-05,
"learning_rate": 1.70370868554659e-06,
"loss": 0.0,
"step": 46
},
{
"epoch": 0.006886573014157769,
"grad_norm": 7.456322782672942e-05,
"learning_rate": 9.607359798384785e-07,
"loss": 0.0,
"step": 47
},
{
"epoch": 0.007033095844246232,
"grad_norm": 7.672930951230228e-05,
"learning_rate": 4.277569313094809e-07,
"loss": 0.0,
"step": 48
},
{
"epoch": 0.0071796186743346944,
"grad_norm": 7.462252688128501e-05,
"learning_rate": 1.0705383806982606e-07,
"loss": 0.0,
"step": 49
},
{
"epoch": 0.007326141504423158,
"grad_norm": 7.582093530800194e-05,
"learning_rate": 0.0,
"loss": 0.0,
"step": 50
},
{
"epoch": 0.007326141504423158,
"eval_loss": 0.0005818467470817268,
"eval_runtime": 2448.467,
"eval_samples_per_second": 18.778,
"eval_steps_per_second": 2.348,
"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": 1
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 6.631381723512832e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}