vdos's picture
Training in progress, step 50, checkpoint
e628944 verified
{
"best_metric": 1.0076379776000977,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.02781157656874674,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0005562315313749349,
"grad_norm": 0.1657542884349823,
"learning_rate": 5e-05,
"loss": 0.4995,
"step": 1
},
{
"epoch": 0.0005562315313749349,
"eval_loss": 1.4900273084640503,
"eval_runtime": 138.2121,
"eval_samples_per_second": 87.633,
"eval_steps_per_second": 10.954,
"step": 1
},
{
"epoch": 0.0011124630627498697,
"grad_norm": 0.2748042643070221,
"learning_rate": 0.0001,
"loss": 0.7094,
"step": 2
},
{
"epoch": 0.0016686945941248046,
"grad_norm": 0.27427706122398376,
"learning_rate": 9.989294616193017e-05,
"loss": 0.7878,
"step": 3
},
{
"epoch": 0.0022249261254997394,
"grad_norm": 0.1776735633611679,
"learning_rate": 9.957224306869053e-05,
"loss": 0.6785,
"step": 4
},
{
"epoch": 0.0027811576568746743,
"grad_norm": 0.20435677468776703,
"learning_rate": 9.903926402016153e-05,
"loss": 0.7492,
"step": 5
},
{
"epoch": 0.003337389188249609,
"grad_norm": 0.2518686056137085,
"learning_rate": 9.829629131445342e-05,
"loss": 0.7544,
"step": 6
},
{
"epoch": 0.0038936207196245435,
"grad_norm": 0.2997715175151825,
"learning_rate": 9.73465064747553e-05,
"loss": 1.0074,
"step": 7
},
{
"epoch": 0.004449852250999479,
"grad_norm": 0.40672293305397034,
"learning_rate": 9.619397662556435e-05,
"loss": 1.2292,
"step": 8
},
{
"epoch": 0.005006083782374413,
"grad_norm": 0.6158118844032288,
"learning_rate": 9.484363707663442e-05,
"loss": 1.3492,
"step": 9
},
{
"epoch": 0.0055623153137493485,
"grad_norm": 0.8367748260498047,
"learning_rate": 9.330127018922194e-05,
"loss": 1.3936,
"step": 10
},
{
"epoch": 0.006118546845124283,
"grad_norm": 0.7799615263938904,
"learning_rate": 9.157348061512727e-05,
"loss": 1.5371,
"step": 11
},
{
"epoch": 0.006674778376499218,
"grad_norm": 1.3306225538253784,
"learning_rate": 8.966766701456177e-05,
"loss": 1.7766,
"step": 12
},
{
"epoch": 0.007231009907874153,
"grad_norm": 0.28293538093566895,
"learning_rate": 8.759199037394887e-05,
"loss": 0.3871,
"step": 13
},
{
"epoch": 0.007787241439249087,
"grad_norm": 0.48717114329338074,
"learning_rate": 8.535533905932738e-05,
"loss": 0.6559,
"step": 14
},
{
"epoch": 0.008343472970624021,
"grad_norm": 0.5592238903045654,
"learning_rate": 8.296729075500344e-05,
"loss": 0.7763,
"step": 15
},
{
"epoch": 0.008899704501998958,
"grad_norm": 0.5054487586021423,
"learning_rate": 8.043807145043604e-05,
"loss": 0.721,
"step": 16
},
{
"epoch": 0.009455936033373892,
"grad_norm": 0.4145556390285492,
"learning_rate": 7.777851165098012e-05,
"loss": 0.7055,
"step": 17
},
{
"epoch": 0.010012167564748826,
"grad_norm": 0.36540091037750244,
"learning_rate": 7.500000000000001e-05,
"loss": 0.6979,
"step": 18
},
{
"epoch": 0.010568399096123761,
"grad_norm": 0.28136712312698364,
"learning_rate": 7.211443451095007e-05,
"loss": 0.7644,
"step": 19
},
{
"epoch": 0.011124630627498697,
"grad_norm": 0.2922019064426422,
"learning_rate": 6.91341716182545e-05,
"loss": 0.9497,
"step": 20
},
{
"epoch": 0.011680862158873631,
"grad_norm": 0.3472326695919037,
"learning_rate": 6.607197326515808e-05,
"loss": 1.17,
"step": 21
},
{
"epoch": 0.012237093690248566,
"grad_norm": 0.4307328462600708,
"learning_rate": 6.294095225512603e-05,
"loss": 1.295,
"step": 22
},
{
"epoch": 0.0127933252216235,
"grad_norm": 0.6883488297462463,
"learning_rate": 5.9754516100806423e-05,
"loss": 1.4575,
"step": 23
},
{
"epoch": 0.013349556752998436,
"grad_norm": 0.7492279410362244,
"learning_rate": 5.6526309611002594e-05,
"loss": 1.3692,
"step": 24
},
{
"epoch": 0.01390578828437337,
"grad_norm": 1.6095669269561768,
"learning_rate": 5.327015646150716e-05,
"loss": 1.9458,
"step": 25
},
{
"epoch": 0.01390578828437337,
"eval_loss": 1.0297096967697144,
"eval_runtime": 138.2794,
"eval_samples_per_second": 87.591,
"eval_steps_per_second": 10.949,
"step": 25
},
{
"epoch": 0.014462019815748305,
"grad_norm": 0.09419423341751099,
"learning_rate": 5e-05,
"loss": 0.4267,
"step": 26
},
{
"epoch": 0.01501825134712324,
"grad_norm": 0.1334831416606903,
"learning_rate": 4.6729843538492847e-05,
"loss": 0.6666,
"step": 27
},
{
"epoch": 0.015574482878498174,
"grad_norm": 0.144070565700531,
"learning_rate": 4.347369038899744e-05,
"loss": 0.6366,
"step": 28
},
{
"epoch": 0.01613071440987311,
"grad_norm": 0.1303204894065857,
"learning_rate": 4.0245483899193595e-05,
"loss": 0.633,
"step": 29
},
{
"epoch": 0.016686945941248043,
"grad_norm": 0.14772789180278778,
"learning_rate": 3.705904774487396e-05,
"loss": 0.732,
"step": 30
},
{
"epoch": 0.01724317747262298,
"grad_norm": 0.1663038730621338,
"learning_rate": 3.392802673484193e-05,
"loss": 0.7748,
"step": 31
},
{
"epoch": 0.017799409003997915,
"grad_norm": 0.21385891735553741,
"learning_rate": 3.086582838174551e-05,
"loss": 1.008,
"step": 32
},
{
"epoch": 0.01835564053537285,
"grad_norm": 0.29136043787002563,
"learning_rate": 2.7885565489049946e-05,
"loss": 1.1981,
"step": 33
},
{
"epoch": 0.018911872066747784,
"grad_norm": 0.358648419380188,
"learning_rate": 2.500000000000001e-05,
"loss": 1.2509,
"step": 34
},
{
"epoch": 0.01946810359812272,
"grad_norm": 0.40348002314567566,
"learning_rate": 2.2221488349019903e-05,
"loss": 1.3403,
"step": 35
},
{
"epoch": 0.020024335129497653,
"grad_norm": 0.5576580762863159,
"learning_rate": 1.9561928549563968e-05,
"loss": 1.385,
"step": 36
},
{
"epoch": 0.020580566660872587,
"grad_norm": 0.9451633095741272,
"learning_rate": 1.703270924499656e-05,
"loss": 1.5531,
"step": 37
},
{
"epoch": 0.021136798192247522,
"grad_norm": 0.10654843598604202,
"learning_rate": 1.4644660940672627e-05,
"loss": 0.4292,
"step": 38
},
{
"epoch": 0.021693029723622456,
"grad_norm": 0.10906118899583817,
"learning_rate": 1.2408009626051137e-05,
"loss": 0.5853,
"step": 39
},
{
"epoch": 0.022249261254997394,
"grad_norm": 0.1391826868057251,
"learning_rate": 1.0332332985438248e-05,
"loss": 0.7037,
"step": 40
},
{
"epoch": 0.02280549278637233,
"grad_norm": 0.13406039774417877,
"learning_rate": 8.426519384872733e-06,
"loss": 0.6435,
"step": 41
},
{
"epoch": 0.023361724317747263,
"grad_norm": 0.1331794112920761,
"learning_rate": 6.698729810778065e-06,
"loss": 0.6847,
"step": 42
},
{
"epoch": 0.023917955849122197,
"grad_norm": 0.1532629281282425,
"learning_rate": 5.156362923365588e-06,
"loss": 0.8577,
"step": 43
},
{
"epoch": 0.024474187380497132,
"grad_norm": 0.17151039838790894,
"learning_rate": 3.8060233744356633e-06,
"loss": 0.8592,
"step": 44
},
{
"epoch": 0.025030418911872066,
"grad_norm": 0.24025927484035492,
"learning_rate": 2.653493525244721e-06,
"loss": 1.1217,
"step": 45
},
{
"epoch": 0.025586650443247,
"grad_norm": 0.2666977047920227,
"learning_rate": 1.70370868554659e-06,
"loss": 1.1314,
"step": 46
},
{
"epoch": 0.026142881974621935,
"grad_norm": 0.3222261369228363,
"learning_rate": 9.607359798384785e-07,
"loss": 1.2233,
"step": 47
},
{
"epoch": 0.026699113505996873,
"grad_norm": 0.42572563886642456,
"learning_rate": 4.277569313094809e-07,
"loss": 1.3975,
"step": 48
},
{
"epoch": 0.027255345037371807,
"grad_norm": 0.5978182554244995,
"learning_rate": 1.0705383806982606e-07,
"loss": 1.3051,
"step": 49
},
{
"epoch": 0.02781157656874674,
"grad_norm": 1.0638318061828613,
"learning_rate": 0.0,
"loss": 1.7991,
"step": 50
},
{
"epoch": 0.02781157656874674,
"eval_loss": 1.0076379776000977,
"eval_runtime": 138.2815,
"eval_samples_per_second": 87.589,
"eval_steps_per_second": 10.949,
"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": 1.0608607728186163e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}