vdos's picture
Training in progress, step 50, checkpoint
9366db1 verified
{
"best_metric": 1.338729977607727,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.06685050555694827,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0013370101111389655,
"grad_norm": 47.35528564453125,
"learning_rate": 5e-05,
"loss": 1.8975,
"step": 1
},
{
"epoch": 0.0013370101111389655,
"eval_loss": 2.1031837463378906,
"eval_runtime": 325.2439,
"eval_samples_per_second": 15.493,
"eval_steps_per_second": 1.937,
"step": 1
},
{
"epoch": 0.002674020222277931,
"grad_norm": 63.3394775390625,
"learning_rate": 0.0001,
"loss": 1.8337,
"step": 2
},
{
"epoch": 0.004011030333416896,
"grad_norm": 48.00395584106445,
"learning_rate": 9.989294616193017e-05,
"loss": 1.7147,
"step": 3
},
{
"epoch": 0.005348040444555862,
"grad_norm": 42.88739013671875,
"learning_rate": 9.957224306869053e-05,
"loss": 1.5729,
"step": 4
},
{
"epoch": 0.0066850505556948275,
"grad_norm": 38.311214447021484,
"learning_rate": 9.903926402016153e-05,
"loss": 1.3787,
"step": 5
},
{
"epoch": 0.008022060666833792,
"grad_norm": 39.439857482910156,
"learning_rate": 9.829629131445342e-05,
"loss": 1.4194,
"step": 6
},
{
"epoch": 0.009359070777972758,
"grad_norm": 38.344337463378906,
"learning_rate": 9.73465064747553e-05,
"loss": 1.3047,
"step": 7
},
{
"epoch": 0.010696080889111724,
"grad_norm": 37.76652145385742,
"learning_rate": 9.619397662556435e-05,
"loss": 1.3024,
"step": 8
},
{
"epoch": 0.01203309100025069,
"grad_norm": 36.00216293334961,
"learning_rate": 9.484363707663442e-05,
"loss": 1.4223,
"step": 9
},
{
"epoch": 0.013370101111389655,
"grad_norm": 38.224220275878906,
"learning_rate": 9.330127018922194e-05,
"loss": 1.3393,
"step": 10
},
{
"epoch": 0.01470711122252862,
"grad_norm": 43.11362838745117,
"learning_rate": 9.157348061512727e-05,
"loss": 1.28,
"step": 11
},
{
"epoch": 0.016044121333667585,
"grad_norm": 44.510921478271484,
"learning_rate": 8.966766701456177e-05,
"loss": 1.3893,
"step": 12
},
{
"epoch": 0.01738113144480655,
"grad_norm": 45.711830139160156,
"learning_rate": 8.759199037394887e-05,
"loss": 1.5649,
"step": 13
},
{
"epoch": 0.018718141555945516,
"grad_norm": 28.458812713623047,
"learning_rate": 8.535533905932738e-05,
"loss": 1.6861,
"step": 14
},
{
"epoch": 0.02005515166708448,
"grad_norm": 23.017732620239258,
"learning_rate": 8.296729075500344e-05,
"loss": 1.4792,
"step": 15
},
{
"epoch": 0.021392161778223447,
"grad_norm": 23.308353424072266,
"learning_rate": 8.043807145043604e-05,
"loss": 1.4659,
"step": 16
},
{
"epoch": 0.022729171889362413,
"grad_norm": 26.601207733154297,
"learning_rate": 7.777851165098012e-05,
"loss": 1.3869,
"step": 17
},
{
"epoch": 0.02406618200050138,
"grad_norm": 28.621337890625,
"learning_rate": 7.500000000000001e-05,
"loss": 1.3742,
"step": 18
},
{
"epoch": 0.025403192111640344,
"grad_norm": 28.959524154663086,
"learning_rate": 7.211443451095007e-05,
"loss": 1.1588,
"step": 19
},
{
"epoch": 0.02674020222277931,
"grad_norm": 30.923385620117188,
"learning_rate": 6.91341716182545e-05,
"loss": 1.3067,
"step": 20
},
{
"epoch": 0.028077212333918276,
"grad_norm": 32.88140106201172,
"learning_rate": 6.607197326515808e-05,
"loss": 1.3788,
"step": 21
},
{
"epoch": 0.02941422244505724,
"grad_norm": 32.66322708129883,
"learning_rate": 6.294095225512603e-05,
"loss": 1.3399,
"step": 22
},
{
"epoch": 0.030751232556196207,
"grad_norm": 34.90681457519531,
"learning_rate": 5.9754516100806423e-05,
"loss": 1.258,
"step": 23
},
{
"epoch": 0.03208824266733517,
"grad_norm": 45.44039535522461,
"learning_rate": 5.6526309611002594e-05,
"loss": 1.3289,
"step": 24
},
{
"epoch": 0.033425252778474135,
"grad_norm": 45.168724060058594,
"learning_rate": 5.327015646150716e-05,
"loss": 1.2498,
"step": 25
},
{
"epoch": 0.033425252778474135,
"eval_loss": 1.3723218441009521,
"eval_runtime": 226.223,
"eval_samples_per_second": 22.274,
"eval_steps_per_second": 2.785,
"step": 25
},
{
"epoch": 0.0347622628896131,
"grad_norm": 27.988006591796875,
"learning_rate": 5e-05,
"loss": 1.5653,
"step": 26
},
{
"epoch": 0.036099273000752066,
"grad_norm": 23.9869384765625,
"learning_rate": 4.6729843538492847e-05,
"loss": 1.5689,
"step": 27
},
{
"epoch": 0.03743628311189103,
"grad_norm": 23.481412887573242,
"learning_rate": 4.347369038899744e-05,
"loss": 1.428,
"step": 28
},
{
"epoch": 0.03877329322303,
"grad_norm": 23.574743270874023,
"learning_rate": 4.0245483899193595e-05,
"loss": 1.4138,
"step": 29
},
{
"epoch": 0.04011030333416896,
"grad_norm": 24.408958435058594,
"learning_rate": 3.705904774487396e-05,
"loss": 1.3259,
"step": 30
},
{
"epoch": 0.04144731344530793,
"grad_norm": 25.739273071289062,
"learning_rate": 3.392802673484193e-05,
"loss": 1.3485,
"step": 31
},
{
"epoch": 0.042784323556446895,
"grad_norm": 26.332134246826172,
"learning_rate": 3.086582838174551e-05,
"loss": 1.3323,
"step": 32
},
{
"epoch": 0.04412133366758586,
"grad_norm": 27.37655258178711,
"learning_rate": 2.7885565489049946e-05,
"loss": 1.3009,
"step": 33
},
{
"epoch": 0.045458343778724826,
"grad_norm": 29.02335548400879,
"learning_rate": 2.500000000000001e-05,
"loss": 1.4547,
"step": 34
},
{
"epoch": 0.04679535388986379,
"grad_norm": 30.307477951049805,
"learning_rate": 2.2221488349019903e-05,
"loss": 1.32,
"step": 35
},
{
"epoch": 0.04813236400100276,
"grad_norm": 29.861248016357422,
"learning_rate": 1.9561928549563968e-05,
"loss": 1.1157,
"step": 36
},
{
"epoch": 0.04946937411214172,
"grad_norm": 37.60776138305664,
"learning_rate": 1.703270924499656e-05,
"loss": 1.2336,
"step": 37
},
{
"epoch": 0.05080638422328069,
"grad_norm": 31.587434768676758,
"learning_rate": 1.4644660940672627e-05,
"loss": 1.3959,
"step": 38
},
{
"epoch": 0.052143394334419654,
"grad_norm": 19.443872451782227,
"learning_rate": 1.2408009626051137e-05,
"loss": 1.5545,
"step": 39
},
{
"epoch": 0.05348040444555862,
"grad_norm": 20.82927894592285,
"learning_rate": 1.0332332985438248e-05,
"loss": 1.5071,
"step": 40
},
{
"epoch": 0.054817414556697586,
"grad_norm": 21.544597625732422,
"learning_rate": 8.426519384872733e-06,
"loss": 1.4133,
"step": 41
},
{
"epoch": 0.05615442466783655,
"grad_norm": 22.356794357299805,
"learning_rate": 6.698729810778065e-06,
"loss": 1.3494,
"step": 42
},
{
"epoch": 0.05749143477897552,
"grad_norm": 22.970012664794922,
"learning_rate": 5.156362923365588e-06,
"loss": 1.2914,
"step": 43
},
{
"epoch": 0.05882844489011448,
"grad_norm": 25.380735397338867,
"learning_rate": 3.8060233744356633e-06,
"loss": 1.2244,
"step": 44
},
{
"epoch": 0.06016545500125345,
"grad_norm": 25.606966018676758,
"learning_rate": 2.653493525244721e-06,
"loss": 1.2434,
"step": 45
},
{
"epoch": 0.061502465112392414,
"grad_norm": 26.491294860839844,
"learning_rate": 1.70370868554659e-06,
"loss": 1.2931,
"step": 46
},
{
"epoch": 0.06283947522353138,
"grad_norm": 29.655942916870117,
"learning_rate": 9.607359798384785e-07,
"loss": 1.3152,
"step": 47
},
{
"epoch": 0.06417648533467034,
"grad_norm": 29.71782875061035,
"learning_rate": 4.277569313094809e-07,
"loss": 1.1351,
"step": 48
},
{
"epoch": 0.06551349544580931,
"grad_norm": 34.75334548950195,
"learning_rate": 1.0705383806982606e-07,
"loss": 1.2264,
"step": 49
},
{
"epoch": 0.06685050555694827,
"grad_norm": 47.528446197509766,
"learning_rate": 0.0,
"loss": 1.2762,
"step": 50
},
{
"epoch": 0.06685050555694827,
"eval_loss": 1.338729977607727,
"eval_runtime": 145.7924,
"eval_samples_per_second": 34.563,
"eval_steps_per_second": 4.321,
"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": 5.658021338284032e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}