farmery's picture
Training in progress, step 50, checkpoint
a8c1e6c verified
{
"best_metric": 2.552751302719116,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.30983733539891556,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.006196746707978312,
"grad_norm": 14.360746383666992,
"learning_rate": 5e-05,
"loss": 4.6413,
"step": 1
},
{
"epoch": 0.006196746707978312,
"eval_loss": 6.478263854980469,
"eval_runtime": 15.4514,
"eval_samples_per_second": 140.764,
"eval_steps_per_second": 17.604,
"step": 1
},
{
"epoch": 0.012393493415956624,
"grad_norm": 18.92182731628418,
"learning_rate": 0.0001,
"loss": 5.4248,
"step": 2
},
{
"epoch": 0.018590240123934933,
"grad_norm": 15.343290328979492,
"learning_rate": 9.989294616193017e-05,
"loss": 5.1554,
"step": 3
},
{
"epoch": 0.024786986831913247,
"grad_norm": 18.209632873535156,
"learning_rate": 9.957224306869053e-05,
"loss": 4.0991,
"step": 4
},
{
"epoch": 0.030983733539891558,
"grad_norm": 15.062034606933594,
"learning_rate": 9.903926402016153e-05,
"loss": 3.1656,
"step": 5
},
{
"epoch": 0.037180480247869865,
"grad_norm": 5.35574197769165,
"learning_rate": 9.829629131445342e-05,
"loss": 2.9608,
"step": 6
},
{
"epoch": 0.043377226955848176,
"grad_norm": 5.235628604888916,
"learning_rate": 9.73465064747553e-05,
"loss": 2.8272,
"step": 7
},
{
"epoch": 0.049573973663826494,
"grad_norm": 3.016737461090088,
"learning_rate": 9.619397662556435e-05,
"loss": 2.6595,
"step": 8
},
{
"epoch": 0.055770720371804805,
"grad_norm": 3.0546302795410156,
"learning_rate": 9.484363707663442e-05,
"loss": 2.8264,
"step": 9
},
{
"epoch": 0.061967467079783116,
"grad_norm": 2.4571104049682617,
"learning_rate": 9.330127018922194e-05,
"loss": 2.5294,
"step": 10
},
{
"epoch": 0.06816421378776143,
"grad_norm": 2.7798690795898438,
"learning_rate": 9.157348061512727e-05,
"loss": 2.7008,
"step": 11
},
{
"epoch": 0.07436096049573973,
"grad_norm": 3.247927188873291,
"learning_rate": 8.966766701456177e-05,
"loss": 2.652,
"step": 12
},
{
"epoch": 0.08055770720371805,
"grad_norm": 5.538148880004883,
"learning_rate": 8.759199037394887e-05,
"loss": 2.8895,
"step": 13
},
{
"epoch": 0.08675445391169635,
"grad_norm": 4.032698631286621,
"learning_rate": 8.535533905932738e-05,
"loss": 2.6867,
"step": 14
},
{
"epoch": 0.09295120061967467,
"grad_norm": 2.231078624725342,
"learning_rate": 8.296729075500344e-05,
"loss": 2.4594,
"step": 15
},
{
"epoch": 0.09914794732765299,
"grad_norm": 3.496612548828125,
"learning_rate": 8.043807145043604e-05,
"loss": 2.9015,
"step": 16
},
{
"epoch": 0.10534469403563129,
"grad_norm": 4.154210090637207,
"learning_rate": 7.777851165098012e-05,
"loss": 2.846,
"step": 17
},
{
"epoch": 0.11154144074360961,
"grad_norm": 3.124022960662842,
"learning_rate": 7.500000000000001e-05,
"loss": 2.8184,
"step": 18
},
{
"epoch": 0.11773818745158791,
"grad_norm": 2.524756908416748,
"learning_rate": 7.211443451095007e-05,
"loss": 2.726,
"step": 19
},
{
"epoch": 0.12393493415956623,
"grad_norm": 1.9664084911346436,
"learning_rate": 6.91341716182545e-05,
"loss": 2.5206,
"step": 20
},
{
"epoch": 0.13013168086754454,
"grad_norm": 2.3225109577178955,
"learning_rate": 6.607197326515808e-05,
"loss": 2.5722,
"step": 21
},
{
"epoch": 0.13632842757552285,
"grad_norm": 2.9485130310058594,
"learning_rate": 6.294095225512603e-05,
"loss": 2.542,
"step": 22
},
{
"epoch": 0.14252517428350117,
"grad_norm": 2.1408677101135254,
"learning_rate": 5.9754516100806423e-05,
"loss": 2.649,
"step": 23
},
{
"epoch": 0.14872192099147946,
"grad_norm": 2.554943561553955,
"learning_rate": 5.6526309611002594e-05,
"loss": 2.5232,
"step": 24
},
{
"epoch": 0.15491866769945778,
"grad_norm": 2.2532289028167725,
"learning_rate": 5.327015646150716e-05,
"loss": 2.8101,
"step": 25
},
{
"epoch": 0.15491866769945778,
"eval_loss": 2.583543539047241,
"eval_runtime": 15.4093,
"eval_samples_per_second": 141.148,
"eval_steps_per_second": 17.652,
"step": 25
},
{
"epoch": 0.1611154144074361,
"grad_norm": 4.529732704162598,
"learning_rate": 5e-05,
"loss": 2.3753,
"step": 26
},
{
"epoch": 0.16731216111541442,
"grad_norm": 2.579380750656128,
"learning_rate": 4.6729843538492847e-05,
"loss": 2.4678,
"step": 27
},
{
"epoch": 0.1735089078233927,
"grad_norm": 1.9617533683776855,
"learning_rate": 4.347369038899744e-05,
"loss": 2.5855,
"step": 28
},
{
"epoch": 0.17970565453137102,
"grad_norm": 1.853303074836731,
"learning_rate": 4.0245483899193595e-05,
"loss": 2.5252,
"step": 29
},
{
"epoch": 0.18590240123934934,
"grad_norm": 1.9760549068450928,
"learning_rate": 3.705904774487396e-05,
"loss": 2.4801,
"step": 30
},
{
"epoch": 0.19209914794732766,
"grad_norm": 2.2307536602020264,
"learning_rate": 3.392802673484193e-05,
"loss": 2.5646,
"step": 31
},
{
"epoch": 0.19829589465530598,
"grad_norm": 2.7033464908599854,
"learning_rate": 3.086582838174551e-05,
"loss": 2.5902,
"step": 32
},
{
"epoch": 0.20449264136328427,
"grad_norm": 3.0382657051086426,
"learning_rate": 2.7885565489049946e-05,
"loss": 2.6213,
"step": 33
},
{
"epoch": 0.21068938807126258,
"grad_norm": 2.862405776977539,
"learning_rate": 2.500000000000001e-05,
"loss": 2.7111,
"step": 34
},
{
"epoch": 0.2168861347792409,
"grad_norm": 2.6279330253601074,
"learning_rate": 2.2221488349019903e-05,
"loss": 2.5787,
"step": 35
},
{
"epoch": 0.22308288148721922,
"grad_norm": 2.5714271068573,
"learning_rate": 1.9561928549563968e-05,
"loss": 2.4985,
"step": 36
},
{
"epoch": 0.2292796281951975,
"grad_norm": 2.269505739212036,
"learning_rate": 1.703270924499656e-05,
"loss": 2.6654,
"step": 37
},
{
"epoch": 0.23547637490317583,
"grad_norm": 2.5545523166656494,
"learning_rate": 1.4644660940672627e-05,
"loss": 2.3506,
"step": 38
},
{
"epoch": 0.24167312161115415,
"grad_norm": 2.985491991043091,
"learning_rate": 1.2408009626051137e-05,
"loss": 2.3224,
"step": 39
},
{
"epoch": 0.24786986831913246,
"grad_norm": 3.0667636394500732,
"learning_rate": 1.0332332985438248e-05,
"loss": 2.5096,
"step": 40
},
{
"epoch": 0.25406661502711075,
"grad_norm": 2.111599922180176,
"learning_rate": 8.426519384872733e-06,
"loss": 2.1927,
"step": 41
},
{
"epoch": 0.26026336173508907,
"grad_norm": 2.4113497734069824,
"learning_rate": 6.698729810778065e-06,
"loss": 2.4784,
"step": 42
},
{
"epoch": 0.2664601084430674,
"grad_norm": 2.488245964050293,
"learning_rate": 5.156362923365588e-06,
"loss": 2.4202,
"step": 43
},
{
"epoch": 0.2726568551510457,
"grad_norm": 2.6854028701782227,
"learning_rate": 3.8060233744356633e-06,
"loss": 2.6167,
"step": 44
},
{
"epoch": 0.278853601859024,
"grad_norm": 2.37113881111145,
"learning_rate": 2.653493525244721e-06,
"loss": 2.5015,
"step": 45
},
{
"epoch": 0.28505034856700234,
"grad_norm": 2.303887128829956,
"learning_rate": 1.70370868554659e-06,
"loss": 2.6882,
"step": 46
},
{
"epoch": 0.29124709527498066,
"grad_norm": 2.164066791534424,
"learning_rate": 9.607359798384785e-07,
"loss": 2.638,
"step": 47
},
{
"epoch": 0.2974438419829589,
"grad_norm": 2.1155331134796143,
"learning_rate": 4.277569313094809e-07,
"loss": 2.5897,
"step": 48
},
{
"epoch": 0.30364058869093724,
"grad_norm": 1.9562890529632568,
"learning_rate": 1.0705383806982606e-07,
"loss": 2.5368,
"step": 49
},
{
"epoch": 0.30983733539891556,
"grad_norm": 2.3450493812561035,
"learning_rate": 0.0,
"loss": 2.5672,
"step": 50
},
{
"epoch": 0.30983733539891556,
"eval_loss": 2.552751302719116,
"eval_runtime": 15.44,
"eval_samples_per_second": 140.868,
"eval_steps_per_second": 17.617,
"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": 5.90601825288192e+16,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}