DeepDream2045's picture
Training in progress, step 50, checkpoint
a047206 verified
{
"best_metric": 1.0755832195281982,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.009917806181272703,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.00019835612362545404,
"grad_norm": 3.42954683303833,
"learning_rate": 5e-05,
"loss": 6.8945,
"step": 1
},
{
"epoch": 0.00019835612362545404,
"eval_loss": 6.829679012298584,
"eval_runtime": 392.1332,
"eval_samples_per_second": 86.613,
"eval_steps_per_second": 10.828,
"step": 1
},
{
"epoch": 0.0003967122472509081,
"grad_norm": 3.4046621322631836,
"learning_rate": 0.0001,
"loss": 6.6774,
"step": 2
},
{
"epoch": 0.0005950683708763622,
"grad_norm": 3.521897077560425,
"learning_rate": 9.989294616193017e-05,
"loss": 6.7743,
"step": 3
},
{
"epoch": 0.0007934244945018162,
"grad_norm": 3.42401123046875,
"learning_rate": 9.957224306869053e-05,
"loss": 6.1141,
"step": 4
},
{
"epoch": 0.0009917806181272703,
"grad_norm": 3.1044297218322754,
"learning_rate": 9.903926402016153e-05,
"loss": 5.59,
"step": 5
},
{
"epoch": 0.0011901367417527244,
"grad_norm": 2.840792655944824,
"learning_rate": 9.829629131445342e-05,
"loss": 5.2416,
"step": 6
},
{
"epoch": 0.0013884928653781783,
"grad_norm": 2.5770530700683594,
"learning_rate": 9.73465064747553e-05,
"loss": 4.6201,
"step": 7
},
{
"epoch": 0.0015868489890036323,
"grad_norm": 2.357764959335327,
"learning_rate": 9.619397662556435e-05,
"loss": 4.278,
"step": 8
},
{
"epoch": 0.0017852051126290864,
"grad_norm": 2.208768844604492,
"learning_rate": 9.484363707663442e-05,
"loss": 4.1866,
"step": 9
},
{
"epoch": 0.0019835612362545407,
"grad_norm": 2.3419127464294434,
"learning_rate": 9.330127018922194e-05,
"loss": 3.6927,
"step": 10
},
{
"epoch": 0.0021819173598799945,
"grad_norm": 2.2363104820251465,
"learning_rate": 9.157348061512727e-05,
"loss": 3.5168,
"step": 11
},
{
"epoch": 0.002380273483505449,
"grad_norm": 2.5871493816375732,
"learning_rate": 8.966766701456177e-05,
"loss": 3.5412,
"step": 12
},
{
"epoch": 0.0025786296071309027,
"grad_norm": 2.4603450298309326,
"learning_rate": 8.759199037394887e-05,
"loss": 3.4244,
"step": 13
},
{
"epoch": 0.0027769857307563565,
"grad_norm": 2.657694101333618,
"learning_rate": 8.535533905932738e-05,
"loss": 3.1756,
"step": 14
},
{
"epoch": 0.002975341854381811,
"grad_norm": 2.0038065910339355,
"learning_rate": 8.296729075500344e-05,
"loss": 2.8973,
"step": 15
},
{
"epoch": 0.0031736979780072646,
"grad_norm": 1.5983942747116089,
"learning_rate": 8.043807145043604e-05,
"loss": 2.5824,
"step": 16
},
{
"epoch": 0.003372054101632719,
"grad_norm": 1.6725854873657227,
"learning_rate": 7.777851165098012e-05,
"loss": 2.4963,
"step": 17
},
{
"epoch": 0.0035704102252581728,
"grad_norm": 1.6831201314926147,
"learning_rate": 7.500000000000001e-05,
"loss": 2.3172,
"step": 18
},
{
"epoch": 0.003768766348883627,
"grad_norm": 1.5336560010910034,
"learning_rate": 7.211443451095007e-05,
"loss": 2.2309,
"step": 19
},
{
"epoch": 0.003967122472509081,
"grad_norm": 1.5436307191848755,
"learning_rate": 6.91341716182545e-05,
"loss": 1.8518,
"step": 20
},
{
"epoch": 0.004165478596134535,
"grad_norm": 1.317272424697876,
"learning_rate": 6.607197326515808e-05,
"loss": 1.7868,
"step": 21
},
{
"epoch": 0.004363834719759989,
"grad_norm": 1.2942112684249878,
"learning_rate": 6.294095225512603e-05,
"loss": 1.6163,
"step": 22
},
{
"epoch": 0.004562190843385443,
"grad_norm": 1.62408447265625,
"learning_rate": 5.9754516100806423e-05,
"loss": 1.7883,
"step": 23
},
{
"epoch": 0.004760546967010898,
"grad_norm": 1.7384992837905884,
"learning_rate": 5.6526309611002594e-05,
"loss": 1.7993,
"step": 24
},
{
"epoch": 0.0049589030906363515,
"grad_norm": 2.017239570617676,
"learning_rate": 5.327015646150716e-05,
"loss": 1.827,
"step": 25
},
{
"epoch": 0.0049589030906363515,
"eval_loss": 1.6422466039657593,
"eval_runtime": 389.184,
"eval_samples_per_second": 87.27,
"eval_steps_per_second": 10.91,
"step": 25
},
{
"epoch": 0.005157259214261805,
"grad_norm": 1.9225361347198486,
"learning_rate": 5e-05,
"loss": 1.934,
"step": 26
},
{
"epoch": 0.005355615337887259,
"grad_norm": 1.6286966800689697,
"learning_rate": 4.6729843538492847e-05,
"loss": 1.6607,
"step": 27
},
{
"epoch": 0.005553971461512713,
"grad_norm": 1.5591243505477905,
"learning_rate": 4.347369038899744e-05,
"loss": 1.6271,
"step": 28
},
{
"epoch": 0.005752327585138168,
"grad_norm": 1.3496639728546143,
"learning_rate": 4.0245483899193595e-05,
"loss": 1.4905,
"step": 29
},
{
"epoch": 0.005950683708763622,
"grad_norm": 1.1657429933547974,
"learning_rate": 3.705904774487396e-05,
"loss": 1.2554,
"step": 30
},
{
"epoch": 0.0061490398323890754,
"grad_norm": 1.1974936723709106,
"learning_rate": 3.392802673484193e-05,
"loss": 1.1984,
"step": 31
},
{
"epoch": 0.006347395956014529,
"grad_norm": 1.2555491924285889,
"learning_rate": 3.086582838174551e-05,
"loss": 1.3582,
"step": 32
},
{
"epoch": 0.006545752079639984,
"grad_norm": 1.268581509590149,
"learning_rate": 2.7885565489049946e-05,
"loss": 1.1061,
"step": 33
},
{
"epoch": 0.006744108203265438,
"grad_norm": 1.210546851158142,
"learning_rate": 2.500000000000001e-05,
"loss": 1.2048,
"step": 34
},
{
"epoch": 0.006942464326890892,
"grad_norm": 1.3306183815002441,
"learning_rate": 2.2221488349019903e-05,
"loss": 1.1493,
"step": 35
},
{
"epoch": 0.0071408204505163456,
"grad_norm": 1.5224374532699585,
"learning_rate": 1.9561928549563968e-05,
"loss": 1.2848,
"step": 36
},
{
"epoch": 0.007339176574141799,
"grad_norm": 1.2854976654052734,
"learning_rate": 1.703270924499656e-05,
"loss": 1.0915,
"step": 37
},
{
"epoch": 0.007537532697767254,
"grad_norm": 1.5203335285186768,
"learning_rate": 1.4644660940672627e-05,
"loss": 1.3953,
"step": 38
},
{
"epoch": 0.007735888821392708,
"grad_norm": 1.3025851249694824,
"learning_rate": 1.2408009626051137e-05,
"loss": 1.2828,
"step": 39
},
{
"epoch": 0.007934244945018163,
"grad_norm": 1.3689641952514648,
"learning_rate": 1.0332332985438248e-05,
"loss": 1.1448,
"step": 40
},
{
"epoch": 0.008132601068643617,
"grad_norm": 1.2690826654434204,
"learning_rate": 8.426519384872733e-06,
"loss": 1.2001,
"step": 41
},
{
"epoch": 0.00833095719226907,
"grad_norm": 1.004398226737976,
"learning_rate": 6.698729810778065e-06,
"loss": 1.0619,
"step": 42
},
{
"epoch": 0.008529313315894524,
"grad_norm": 1.0098557472229004,
"learning_rate": 5.156362923365588e-06,
"loss": 1.0085,
"step": 43
},
{
"epoch": 0.008727669439519978,
"grad_norm": 1.0918034315109253,
"learning_rate": 3.8060233744356633e-06,
"loss": 1.0509,
"step": 44
},
{
"epoch": 0.008926025563145432,
"grad_norm": 1.0433894395828247,
"learning_rate": 2.653493525244721e-06,
"loss": 0.9432,
"step": 45
},
{
"epoch": 0.009124381686770886,
"grad_norm": 0.8852425217628479,
"learning_rate": 1.70370868554659e-06,
"loss": 0.8706,
"step": 46
},
{
"epoch": 0.00932273781039634,
"grad_norm": 0.9674733281135559,
"learning_rate": 9.607359798384785e-07,
"loss": 0.9719,
"step": 47
},
{
"epoch": 0.009521093934021795,
"grad_norm": 0.9817253351211548,
"learning_rate": 4.277569313094809e-07,
"loss": 0.9108,
"step": 48
},
{
"epoch": 0.009719450057647249,
"grad_norm": 1.0266602039337158,
"learning_rate": 1.0705383806982606e-07,
"loss": 0.9272,
"step": 49
},
{
"epoch": 0.009917806181272703,
"grad_norm": 1.561460018157959,
"learning_rate": 0.0,
"loss": 1.1452,
"step": 50
},
{
"epoch": 0.009917806181272703,
"eval_loss": 1.0755832195281982,
"eval_runtime": 383.5523,
"eval_samples_per_second": 88.551,
"eval_steps_per_second": 11.07,
"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
}