vdos's picture
Training in progress, step 50, checkpoint
ab4bec2 verified
{
"best_metric": 10.374860763549805,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.06015037593984962,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0012030075187969924,
"grad_norm": 0.15661068260669708,
"learning_rate": 5e-05,
"loss": 10.3774,
"step": 1
},
{
"epoch": 0.0012030075187969924,
"eval_loss": 10.382529258728027,
"eval_runtime": 4.8107,
"eval_samples_per_second": 1164.064,
"eval_steps_per_second": 145.508,
"step": 1
},
{
"epoch": 0.002406015037593985,
"grad_norm": 0.10033681988716125,
"learning_rate": 0.0001,
"loss": 10.3795,
"step": 2
},
{
"epoch": 0.0036090225563909775,
"grad_norm": 0.06864454597234726,
"learning_rate": 9.989294616193017e-05,
"loss": 10.3788,
"step": 3
},
{
"epoch": 0.00481203007518797,
"grad_norm": 0.05666627362370491,
"learning_rate": 9.957224306869053e-05,
"loss": 10.3832,
"step": 4
},
{
"epoch": 0.006015037593984963,
"grad_norm": 0.05942448228597641,
"learning_rate": 9.903926402016153e-05,
"loss": 10.382,
"step": 5
},
{
"epoch": 0.007218045112781955,
"grad_norm": 0.057637158781290054,
"learning_rate": 9.829629131445342e-05,
"loss": 10.3819,
"step": 6
},
{
"epoch": 0.008421052631578947,
"grad_norm": 0.0579264871776104,
"learning_rate": 9.73465064747553e-05,
"loss": 10.3811,
"step": 7
},
{
"epoch": 0.00962406015037594,
"grad_norm": 0.058728329837322235,
"learning_rate": 9.619397662556435e-05,
"loss": 10.3836,
"step": 8
},
{
"epoch": 0.010827067669172932,
"grad_norm": 0.05199946090579033,
"learning_rate": 9.484363707663442e-05,
"loss": 10.3825,
"step": 9
},
{
"epoch": 0.012030075187969926,
"grad_norm": 0.06942569464445114,
"learning_rate": 9.330127018922194e-05,
"loss": 10.3808,
"step": 10
},
{
"epoch": 0.013233082706766918,
"grad_norm": 0.08756458759307861,
"learning_rate": 9.157348061512727e-05,
"loss": 10.3776,
"step": 11
},
{
"epoch": 0.01443609022556391,
"grad_norm": 0.09705308079719543,
"learning_rate": 8.966766701456177e-05,
"loss": 10.3796,
"step": 12
},
{
"epoch": 0.015639097744360904,
"grad_norm": 0.16064858436584473,
"learning_rate": 8.759199037394887e-05,
"loss": 10.3754,
"step": 13
},
{
"epoch": 0.016842105263157894,
"grad_norm": 0.1374071091413498,
"learning_rate": 8.535533905932738e-05,
"loss": 10.3755,
"step": 14
},
{
"epoch": 0.01804511278195489,
"grad_norm": 0.08335836231708527,
"learning_rate": 8.296729075500344e-05,
"loss": 10.3766,
"step": 15
},
{
"epoch": 0.01924812030075188,
"grad_norm": 0.06066974624991417,
"learning_rate": 8.043807145043604e-05,
"loss": 10.3771,
"step": 16
},
{
"epoch": 0.020451127819548873,
"grad_norm": 0.05714043602347374,
"learning_rate": 7.777851165098012e-05,
"loss": 10.3779,
"step": 17
},
{
"epoch": 0.021654135338345863,
"grad_norm": 0.05652148276567459,
"learning_rate": 7.500000000000001e-05,
"loss": 10.3787,
"step": 18
},
{
"epoch": 0.022857142857142857,
"grad_norm": 0.05669313669204712,
"learning_rate": 7.211443451095007e-05,
"loss": 10.3785,
"step": 19
},
{
"epoch": 0.02406015037593985,
"grad_norm": 0.054148104041814804,
"learning_rate": 6.91341716182545e-05,
"loss": 10.383,
"step": 20
},
{
"epoch": 0.02526315789473684,
"grad_norm": 0.05806390196084976,
"learning_rate": 6.607197326515808e-05,
"loss": 10.3796,
"step": 21
},
{
"epoch": 0.026466165413533835,
"grad_norm": 0.06721248477697372,
"learning_rate": 6.294095225512603e-05,
"loss": 10.3811,
"step": 22
},
{
"epoch": 0.027669172932330826,
"grad_norm": 0.07443418353796005,
"learning_rate": 5.9754516100806423e-05,
"loss": 10.3771,
"step": 23
},
{
"epoch": 0.02887218045112782,
"grad_norm": 0.08482617884874344,
"learning_rate": 5.6526309611002594e-05,
"loss": 10.3792,
"step": 24
},
{
"epoch": 0.03007518796992481,
"grad_norm": 0.12289085984230042,
"learning_rate": 5.327015646150716e-05,
"loss": 10.3856,
"step": 25
},
{
"epoch": 0.03007518796992481,
"eval_loss": 10.376715660095215,
"eval_runtime": 4.8177,
"eval_samples_per_second": 1162.389,
"eval_steps_per_second": 145.299,
"step": 25
},
{
"epoch": 0.03127819548872181,
"grad_norm": 0.188450425863266,
"learning_rate": 5e-05,
"loss": 10.3677,
"step": 26
},
{
"epoch": 0.0324812030075188,
"grad_norm": 0.1014418974518776,
"learning_rate": 4.6729843538492847e-05,
"loss": 10.3741,
"step": 27
},
{
"epoch": 0.03368421052631579,
"grad_norm": 0.06390609592199326,
"learning_rate": 4.347369038899744e-05,
"loss": 10.3749,
"step": 28
},
{
"epoch": 0.03488721804511278,
"grad_norm": 0.06750831753015518,
"learning_rate": 4.0245483899193595e-05,
"loss": 10.3781,
"step": 29
},
{
"epoch": 0.03609022556390978,
"grad_norm": 0.052159812301397324,
"learning_rate": 3.705904774487396e-05,
"loss": 10.3768,
"step": 30
},
{
"epoch": 0.03729323308270677,
"grad_norm": 0.07348703593015671,
"learning_rate": 3.392802673484193e-05,
"loss": 10.3756,
"step": 31
},
{
"epoch": 0.03849624060150376,
"grad_norm": 0.06757855415344238,
"learning_rate": 3.086582838174551e-05,
"loss": 10.3782,
"step": 32
},
{
"epoch": 0.039699248120300755,
"grad_norm": 0.06782123446464539,
"learning_rate": 2.7885565489049946e-05,
"loss": 10.378,
"step": 33
},
{
"epoch": 0.040902255639097745,
"grad_norm": 0.06930963695049286,
"learning_rate": 2.500000000000001e-05,
"loss": 10.3763,
"step": 34
},
{
"epoch": 0.042105263157894736,
"grad_norm": 0.08735895156860352,
"learning_rate": 2.2221488349019903e-05,
"loss": 10.3796,
"step": 35
},
{
"epoch": 0.043308270676691726,
"grad_norm": 0.08168835937976837,
"learning_rate": 1.9561928549563968e-05,
"loss": 10.379,
"step": 36
},
{
"epoch": 0.044511278195488724,
"grad_norm": 0.10469164699316025,
"learning_rate": 1.703270924499656e-05,
"loss": 10.3799,
"step": 37
},
{
"epoch": 0.045714285714285714,
"grad_norm": 0.18160542845726013,
"learning_rate": 1.4644660940672627e-05,
"loss": 10.3644,
"step": 38
},
{
"epoch": 0.046917293233082705,
"grad_norm": 0.13455776870250702,
"learning_rate": 1.2408009626051137e-05,
"loss": 10.3691,
"step": 39
},
{
"epoch": 0.0481203007518797,
"grad_norm": 0.08988126367330551,
"learning_rate": 1.0332332985438248e-05,
"loss": 10.3727,
"step": 40
},
{
"epoch": 0.04932330827067669,
"grad_norm": 0.07319313287734985,
"learning_rate": 8.426519384872733e-06,
"loss": 10.3758,
"step": 41
},
{
"epoch": 0.05052631578947368,
"grad_norm": 0.06437268853187561,
"learning_rate": 6.698729810778065e-06,
"loss": 10.3747,
"step": 42
},
{
"epoch": 0.051729323308270674,
"grad_norm": 0.058004025369882584,
"learning_rate": 5.156362923365588e-06,
"loss": 10.3783,
"step": 43
},
{
"epoch": 0.05293233082706767,
"grad_norm": 0.06401561945676804,
"learning_rate": 3.8060233744356633e-06,
"loss": 10.3742,
"step": 44
},
{
"epoch": 0.05413533834586466,
"grad_norm": 0.0757477805018425,
"learning_rate": 2.653493525244721e-06,
"loss": 10.3734,
"step": 45
},
{
"epoch": 0.05533834586466165,
"grad_norm": 0.07375133037567139,
"learning_rate": 1.70370868554659e-06,
"loss": 10.3783,
"step": 46
},
{
"epoch": 0.05654135338345865,
"grad_norm": 0.08306660503149033,
"learning_rate": 9.607359798384785e-07,
"loss": 10.3792,
"step": 47
},
{
"epoch": 0.05774436090225564,
"grad_norm": 0.08625657111406326,
"learning_rate": 4.277569313094809e-07,
"loss": 10.3759,
"step": 48
},
{
"epoch": 0.05894736842105263,
"grad_norm": 0.09709803760051727,
"learning_rate": 1.0705383806982606e-07,
"loss": 10.3772,
"step": 49
},
{
"epoch": 0.06015037593984962,
"grad_norm": 0.1422736793756485,
"learning_rate": 0.0,
"loss": 10.3807,
"step": 50
},
{
"epoch": 0.06015037593984962,
"eval_loss": 10.374860763549805,
"eval_runtime": 4.8174,
"eval_samples_per_second": 1162.461,
"eval_steps_per_second": 145.308,
"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": 84622607646720.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}