Rodo-Sami's picture
Training in progress, step 50, checkpoint
719829a verified
{
"best_metric": 10.360739707946777,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 1.8314350797266514,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.03644646924829157,
"grad_norm": 0.15206216275691986,
"learning_rate": 5e-05,
"loss": 10.3796,
"step": 1
},
{
"epoch": 0.03644646924829157,
"eval_loss": 10.380887031555176,
"eval_runtime": 0.1809,
"eval_samples_per_second": 1022.859,
"eval_steps_per_second": 132.695,
"step": 1
},
{
"epoch": 0.07289293849658314,
"grad_norm": 0.1610165387392044,
"learning_rate": 0.0001,
"loss": 10.379,
"step": 2
},
{
"epoch": 0.10933940774487472,
"grad_norm": 0.18909887969493866,
"learning_rate": 9.989294616193017e-05,
"loss": 10.3808,
"step": 3
},
{
"epoch": 0.14578587699316628,
"grad_norm": 0.2205168455839157,
"learning_rate": 9.957224306869053e-05,
"loss": 10.3768,
"step": 4
},
{
"epoch": 0.18223234624145787,
"grad_norm": 0.2703295648097992,
"learning_rate": 9.903926402016153e-05,
"loss": 10.3755,
"step": 5
},
{
"epoch": 0.21867881548974943,
"grad_norm": 0.33437639474868774,
"learning_rate": 9.829629131445342e-05,
"loss": 10.3741,
"step": 6
},
{
"epoch": 0.255125284738041,
"grad_norm": 0.2190495729446411,
"learning_rate": 9.73465064747553e-05,
"loss": 10.3759,
"step": 7
},
{
"epoch": 0.29157175398633256,
"grad_norm": 0.15123555064201355,
"learning_rate": 9.619397662556435e-05,
"loss": 10.3765,
"step": 8
},
{
"epoch": 0.32801822323462415,
"grad_norm": 0.1677154153585434,
"learning_rate": 9.484363707663442e-05,
"loss": 10.3756,
"step": 9
},
{
"epoch": 0.36446469248291574,
"grad_norm": 0.18042495846748352,
"learning_rate": 9.330127018922194e-05,
"loss": 10.3742,
"step": 10
},
{
"epoch": 0.4009111617312073,
"grad_norm": 0.22101934254169464,
"learning_rate": 9.157348061512727e-05,
"loss": 10.3725,
"step": 11
},
{
"epoch": 0.43735763097949887,
"grad_norm": 0.2781515419483185,
"learning_rate": 8.966766701456177e-05,
"loss": 10.3691,
"step": 12
},
{
"epoch": 0.47380410022779046,
"grad_norm": 0.33735859394073486,
"learning_rate": 8.759199037394887e-05,
"loss": 10.3659,
"step": 13
},
{
"epoch": 0.510250569476082,
"grad_norm": 0.17510421574115753,
"learning_rate": 8.535533905932738e-05,
"loss": 10.3727,
"step": 14
},
{
"epoch": 0.5466970387243736,
"grad_norm": 0.1429934948682785,
"learning_rate": 8.296729075500344e-05,
"loss": 10.3725,
"step": 15
},
{
"epoch": 0.5831435079726651,
"grad_norm": 0.15244732797145844,
"learning_rate": 8.043807145043604e-05,
"loss": 10.3719,
"step": 16
},
{
"epoch": 0.6195899772209568,
"grad_norm": 0.17936758697032928,
"learning_rate": 7.777851165098012e-05,
"loss": 10.3695,
"step": 17
},
{
"epoch": 0.6560364464692483,
"grad_norm": 0.22151167690753937,
"learning_rate": 7.500000000000001e-05,
"loss": 10.3661,
"step": 18
},
{
"epoch": 0.6924829157175398,
"grad_norm": 0.26017025113105774,
"learning_rate": 7.211443451095007e-05,
"loss": 10.3616,
"step": 19
},
{
"epoch": 0.7289293849658315,
"grad_norm": 0.3470045328140259,
"learning_rate": 6.91341716182545e-05,
"loss": 10.355,
"step": 20
},
{
"epoch": 0.765375854214123,
"grad_norm": 0.14400780200958252,
"learning_rate": 6.607197326515808e-05,
"loss": 10.37,
"step": 21
},
{
"epoch": 0.8018223234624146,
"grad_norm": 0.15392181277275085,
"learning_rate": 6.294095225512603e-05,
"loss": 10.3677,
"step": 22
},
{
"epoch": 0.8382687927107062,
"grad_norm": 0.16887319087982178,
"learning_rate": 5.9754516100806423e-05,
"loss": 10.3667,
"step": 23
},
{
"epoch": 0.8747152619589977,
"grad_norm": 0.1790841966867447,
"learning_rate": 5.6526309611002594e-05,
"loss": 10.3659,
"step": 24
},
{
"epoch": 0.9111617312072893,
"grad_norm": 0.2096974402666092,
"learning_rate": 5.327015646150716e-05,
"loss": 10.3644,
"step": 25
},
{
"epoch": 0.9111617312072893,
"eval_loss": 10.36435317993164,
"eval_runtime": 0.1772,
"eval_samples_per_second": 1044.023,
"eval_steps_per_second": 135.441,
"step": 25
},
{
"epoch": 0.9476082004555809,
"grad_norm": 0.25196874141693115,
"learning_rate": 5e-05,
"loss": 10.3584,
"step": 26
},
{
"epoch": 0.9840546697038725,
"grad_norm": 0.3380187153816223,
"learning_rate": 4.6729843538492847e-05,
"loss": 10.353,
"step": 27
},
{
"epoch": 1.029612756264237,
"grad_norm": 0.30297839641571045,
"learning_rate": 4.347369038899744e-05,
"loss": 19.0658,
"step": 28
},
{
"epoch": 1.0660592255125285,
"grad_norm": 0.14603254199028015,
"learning_rate": 4.0245483899193595e-05,
"loss": 10.264,
"step": 29
},
{
"epoch": 1.10250569476082,
"grad_norm": 0.15991508960723877,
"learning_rate": 3.705904774487396e-05,
"loss": 10.3639,
"step": 30
},
{
"epoch": 1.1389521640091116,
"grad_norm": 0.19101238250732422,
"learning_rate": 3.392802673484193e-05,
"loss": 10.3875,
"step": 31
},
{
"epoch": 1.1753986332574031,
"grad_norm": 0.20625823736190796,
"learning_rate": 3.086582838174551e-05,
"loss": 10.3873,
"step": 32
},
{
"epoch": 1.2118451025056949,
"grad_norm": 0.24794551730155945,
"learning_rate": 2.7885565489049946e-05,
"loss": 10.3639,
"step": 33
},
{
"epoch": 1.2482915717539864,
"grad_norm": 0.15549078583717346,
"learning_rate": 2.500000000000001e-05,
"loss": 6.8354,
"step": 34
},
{
"epoch": 1.284738041002278,
"grad_norm": 0.19828249514102936,
"learning_rate": 2.2221488349019903e-05,
"loss": 13.8538,
"step": 35
},
{
"epoch": 1.3211845102505695,
"grad_norm": 0.15714150667190552,
"learning_rate": 1.9561928549563968e-05,
"loss": 10.345,
"step": 36
},
{
"epoch": 1.357630979498861,
"grad_norm": 0.1823427975177765,
"learning_rate": 1.703270924499656e-05,
"loss": 10.4047,
"step": 37
},
{
"epoch": 1.3940774487471526,
"grad_norm": 0.1794886589050293,
"learning_rate": 1.4644660940672627e-05,
"loss": 10.395,
"step": 38
},
{
"epoch": 1.430523917995444,
"grad_norm": 0.22187049686908722,
"learning_rate": 1.2408009626051137e-05,
"loss": 10.3162,
"step": 39
},
{
"epoch": 1.4669703872437356,
"grad_norm": 0.2668076157569885,
"learning_rate": 1.0332332985438248e-05,
"loss": 10.4429,
"step": 40
},
{
"epoch": 1.5034168564920274,
"grad_norm": 0.15169256925582886,
"learning_rate": 8.426519384872733e-06,
"loss": 8.8337,
"step": 41
},
{
"epoch": 1.539863325740319,
"grad_norm": 0.15748904645442963,
"learning_rate": 6.698729810778065e-06,
"loss": 11.7664,
"step": 42
},
{
"epoch": 1.5763097949886105,
"grad_norm": 0.15284818410873413,
"learning_rate": 5.156362923365588e-06,
"loss": 10.4053,
"step": 43
},
{
"epoch": 1.6127562642369022,
"grad_norm": 0.1644909381866455,
"learning_rate": 3.8060233744356633e-06,
"loss": 10.3361,
"step": 44
},
{
"epoch": 1.6492027334851938,
"grad_norm": 0.18126553297042847,
"learning_rate": 2.653493525244721e-06,
"loss": 10.3664,
"step": 45
},
{
"epoch": 1.6856492027334853,
"grad_norm": 0.23220454156398773,
"learning_rate": 1.70370868554659e-06,
"loss": 10.3932,
"step": 46
},
{
"epoch": 1.7220956719817768,
"grad_norm": 0.2918383777141571,
"learning_rate": 9.607359798384785e-07,
"loss": 10.4925,
"step": 47
},
{
"epoch": 1.7585421412300684,
"grad_norm": 0.18016327917575836,
"learning_rate": 4.277569313094809e-07,
"loss": 9.7463,
"step": 48
},
{
"epoch": 1.79498861047836,
"grad_norm": 0.166108638048172,
"learning_rate": 1.0705383806982606e-07,
"loss": 10.7557,
"step": 49
},
{
"epoch": 1.8314350797266514,
"grad_norm": 0.16405977308750153,
"learning_rate": 0.0,
"loss": 10.3726,
"step": 50
},
{
"epoch": 1.8314350797266514,
"eval_loss": 10.360739707946777,
"eval_runtime": 0.1753,
"eval_samples_per_second": 1055.129,
"eval_steps_per_second": 136.882,
"step": 50
}
],
"logging_steps": 1,
"max_steps": 50,
"num_input_tokens_seen": 0,
"num_train_epochs": 2,
"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": 42768059596800.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}