DeepDream2045's picture
Training in progress, step 50, checkpoint
afb9268 verified
{
"best_metric": 2.710082769393921,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.4581901489117984,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.009163802978235968,
"grad_norm": 2.739647150039673,
"learning_rate": 5e-05,
"loss": 5.957,
"step": 1
},
{
"epoch": 0.009163802978235968,
"eval_loss": 7.1486029624938965,
"eval_runtime": 20.1126,
"eval_samples_per_second": 36.544,
"eval_steps_per_second": 4.574,
"step": 1
},
{
"epoch": 0.018327605956471937,
"grad_norm": 2.6440541744232178,
"learning_rate": 0.0001,
"loss": 6.1652,
"step": 2
},
{
"epoch": 0.027491408934707903,
"grad_norm": 1.9897960424423218,
"learning_rate": 9.989294616193017e-05,
"loss": 6.4135,
"step": 3
},
{
"epoch": 0.03665521191294387,
"grad_norm": 1.768525242805481,
"learning_rate": 9.957224306869053e-05,
"loss": 6.3757,
"step": 4
},
{
"epoch": 0.045819014891179836,
"grad_norm": 1.59767484664917,
"learning_rate": 9.903926402016153e-05,
"loss": 6.2466,
"step": 5
},
{
"epoch": 0.054982817869415807,
"grad_norm": 1.9405611753463745,
"learning_rate": 9.829629131445342e-05,
"loss": 6.4542,
"step": 6
},
{
"epoch": 0.06414662084765177,
"grad_norm": 1.861006259918213,
"learning_rate": 9.73465064747553e-05,
"loss": 6.3458,
"step": 7
},
{
"epoch": 0.07331042382588775,
"grad_norm": 2.1879544258117676,
"learning_rate": 9.619397662556435e-05,
"loss": 6.2434,
"step": 8
},
{
"epoch": 0.08247422680412371,
"grad_norm": 1.9717111587524414,
"learning_rate": 9.484363707663442e-05,
"loss": 6.6999,
"step": 9
},
{
"epoch": 0.09163802978235967,
"grad_norm": 2.4638028144836426,
"learning_rate": 9.330127018922194e-05,
"loss": 7.0218,
"step": 10
},
{
"epoch": 0.10080183276059565,
"grad_norm": 2.9938299655914307,
"learning_rate": 9.157348061512727e-05,
"loss": 7.0497,
"step": 11
},
{
"epoch": 0.10996563573883161,
"grad_norm": 3.223071336746216,
"learning_rate": 8.966766701456177e-05,
"loss": 6.917,
"step": 12
},
{
"epoch": 0.11912943871706758,
"grad_norm": 3.207354784011841,
"learning_rate": 8.759199037394887e-05,
"loss": 5.9554,
"step": 13
},
{
"epoch": 0.12829324169530354,
"grad_norm": 4.494226932525635,
"learning_rate": 8.535533905932738e-05,
"loss": 5.2911,
"step": 14
},
{
"epoch": 0.13745704467353953,
"grad_norm": 3.629237174987793,
"learning_rate": 8.296729075500344e-05,
"loss": 5.6371,
"step": 15
},
{
"epoch": 0.1466208476517755,
"grad_norm": 2.391883373260498,
"learning_rate": 8.043807145043604e-05,
"loss": 5.6656,
"step": 16
},
{
"epoch": 0.15578465063001146,
"grad_norm": 2.5527169704437256,
"learning_rate": 7.777851165098012e-05,
"loss": 5.6105,
"step": 17
},
{
"epoch": 0.16494845360824742,
"grad_norm": 3.839158535003662,
"learning_rate": 7.500000000000001e-05,
"loss": 5.2919,
"step": 18
},
{
"epoch": 0.17411225658648338,
"grad_norm": 5.692999839782715,
"learning_rate": 7.211443451095007e-05,
"loss": 5.0472,
"step": 19
},
{
"epoch": 0.18327605956471935,
"grad_norm": 8.748204231262207,
"learning_rate": 6.91341716182545e-05,
"loss": 4.9327,
"step": 20
},
{
"epoch": 0.19243986254295534,
"grad_norm": 4.1157941818237305,
"learning_rate": 6.607197326515808e-05,
"loss": 5.1645,
"step": 21
},
{
"epoch": 0.2016036655211913,
"grad_norm": 7.310372829437256,
"learning_rate": 6.294095225512603e-05,
"loss": 5.9125,
"step": 22
},
{
"epoch": 0.21076746849942726,
"grad_norm": 8.642070770263672,
"learning_rate": 5.9754516100806423e-05,
"loss": 5.1201,
"step": 23
},
{
"epoch": 0.21993127147766323,
"grad_norm": 9.681233406066895,
"learning_rate": 5.6526309611002594e-05,
"loss": 4.7367,
"step": 24
},
{
"epoch": 0.2290950744558992,
"grad_norm": 10.773985862731934,
"learning_rate": 5.327015646150716e-05,
"loss": 4.3683,
"step": 25
},
{
"epoch": 0.2290950744558992,
"eval_loss": 4.320591449737549,
"eval_runtime": 20.1553,
"eval_samples_per_second": 36.467,
"eval_steps_per_second": 4.565,
"step": 25
},
{
"epoch": 0.23825887743413515,
"grad_norm": 14.602640151977539,
"learning_rate": 5e-05,
"loss": 4.5919,
"step": 26
},
{
"epoch": 0.24742268041237114,
"grad_norm": 16.663705825805664,
"learning_rate": 4.6729843538492847e-05,
"loss": 5.5504,
"step": 27
},
{
"epoch": 0.2565864833906071,
"grad_norm": 14.454683303833008,
"learning_rate": 4.347369038899744e-05,
"loss": 5.3415,
"step": 28
},
{
"epoch": 0.26575028636884307,
"grad_norm": 9.233696937561035,
"learning_rate": 4.0245483899193595e-05,
"loss": 4.6802,
"step": 29
},
{
"epoch": 0.27491408934707906,
"grad_norm": 7.224252700805664,
"learning_rate": 3.705904774487396e-05,
"loss": 4.4319,
"step": 30
},
{
"epoch": 0.284077892325315,
"grad_norm": 7.030068874359131,
"learning_rate": 3.392802673484193e-05,
"loss": 3.4814,
"step": 31
},
{
"epoch": 0.293241695303551,
"grad_norm": 6.364577293395996,
"learning_rate": 3.086582838174551e-05,
"loss": 3.4798,
"step": 32
},
{
"epoch": 0.3024054982817869,
"grad_norm": 6.61119270324707,
"learning_rate": 2.7885565489049946e-05,
"loss": 3.2206,
"step": 33
},
{
"epoch": 0.3115693012600229,
"grad_norm": 7.3994035720825195,
"learning_rate": 2.500000000000001e-05,
"loss": 4.4515,
"step": 34
},
{
"epoch": 0.3207331042382589,
"grad_norm": 12.4517240524292,
"learning_rate": 2.2221488349019903e-05,
"loss": 3.4029,
"step": 35
},
{
"epoch": 0.32989690721649484,
"grad_norm": 10.87969970703125,
"learning_rate": 1.9561928549563968e-05,
"loss": 2.2815,
"step": 36
},
{
"epoch": 0.33906071019473083,
"grad_norm": 11.173131942749023,
"learning_rate": 1.703270924499656e-05,
"loss": 1.9704,
"step": 37
},
{
"epoch": 0.34822451317296677,
"grad_norm": 9.83188247680664,
"learning_rate": 1.4644660940672627e-05,
"loss": 3.1668,
"step": 38
},
{
"epoch": 0.35738831615120276,
"grad_norm": 10.8068265914917,
"learning_rate": 1.2408009626051137e-05,
"loss": 3.6899,
"step": 39
},
{
"epoch": 0.3665521191294387,
"grad_norm": 10.032576560974121,
"learning_rate": 1.0332332985438248e-05,
"loss": 4.7501,
"step": 40
},
{
"epoch": 0.3757159221076747,
"grad_norm": 9.974946022033691,
"learning_rate": 8.426519384872733e-06,
"loss": 3.5821,
"step": 41
},
{
"epoch": 0.3848797250859107,
"grad_norm": 9.801668167114258,
"learning_rate": 6.698729810778065e-06,
"loss": 3.4434,
"step": 42
},
{
"epoch": 0.3940435280641466,
"grad_norm": 9.01752758026123,
"learning_rate": 5.156362923365588e-06,
"loss": 2.2707,
"step": 43
},
{
"epoch": 0.4032073310423826,
"grad_norm": 9.52054214477539,
"learning_rate": 3.8060233744356633e-06,
"loss": 1.7401,
"step": 44
},
{
"epoch": 0.41237113402061853,
"grad_norm": 8.228753089904785,
"learning_rate": 2.653493525244721e-06,
"loss": 2.2554,
"step": 45
},
{
"epoch": 0.4215349369988545,
"grad_norm": 13.116497039794922,
"learning_rate": 1.70370868554659e-06,
"loss": 3.9396,
"step": 46
},
{
"epoch": 0.4306987399770905,
"grad_norm": 14.946843147277832,
"learning_rate": 9.607359798384785e-07,
"loss": 2.3675,
"step": 47
},
{
"epoch": 0.43986254295532645,
"grad_norm": 7.809497833251953,
"learning_rate": 4.277569313094809e-07,
"loss": 1.3153,
"step": 48
},
{
"epoch": 0.44902634593356244,
"grad_norm": 8.037880897521973,
"learning_rate": 1.0705383806982606e-07,
"loss": 1.1886,
"step": 49
},
{
"epoch": 0.4581901489117984,
"grad_norm": 7.643946647644043,
"learning_rate": 0.0,
"loss": 2.1599,
"step": 50
},
{
"epoch": 0.4581901489117984,
"eval_loss": 2.710082769393921,
"eval_runtime": 20.1677,
"eval_samples_per_second": 36.444,
"eval_steps_per_second": 4.562,
"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": 5.624057810649088e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}