0x1202's picture
Training in progress, step 50, checkpoint
884fd4c verified
{
"best_metric": 0.3445923328399658,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.03772161448509996,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0007544322897019992,
"grad_norm": 0.8210492134094238,
"learning_rate": 2e-05,
"loss": 0.2964,
"step": 1
},
{
"epoch": 0.0007544322897019992,
"eval_loss": 0.7299715876579285,
"eval_runtime": 20.4059,
"eval_samples_per_second": 109.429,
"eval_steps_per_second": 13.722,
"step": 1
},
{
"epoch": 0.0015088645794039985,
"grad_norm": 1.0887432098388672,
"learning_rate": 4e-05,
"loss": 0.4161,
"step": 2
},
{
"epoch": 0.002263296869105998,
"grad_norm": 1.4382431507110596,
"learning_rate": 6e-05,
"loss": 0.6272,
"step": 3
},
{
"epoch": 0.003017729158807997,
"grad_norm": 1.3836487531661987,
"learning_rate": 8e-05,
"loss": 0.7209,
"step": 4
},
{
"epoch": 0.003772161448509996,
"grad_norm": 1.604011058807373,
"learning_rate": 0.0001,
"loss": 0.6609,
"step": 5
},
{
"epoch": 0.004526593738211996,
"grad_norm": 1.419691801071167,
"learning_rate": 9.987820251299122e-05,
"loss": 0.725,
"step": 6
},
{
"epoch": 0.005281026027913994,
"grad_norm": 1.9001708030700684,
"learning_rate": 9.951340343707852e-05,
"loss": 0.8551,
"step": 7
},
{
"epoch": 0.006035458317615994,
"grad_norm": 1.9900678396224976,
"learning_rate": 9.890738003669029e-05,
"loss": 0.8507,
"step": 8
},
{
"epoch": 0.0067898906073179935,
"grad_norm": 1.2424248456954956,
"learning_rate": 9.806308479691595e-05,
"loss": 0.5811,
"step": 9
},
{
"epoch": 0.007544322897019992,
"grad_norm": 1.0436562299728394,
"learning_rate": 9.698463103929542e-05,
"loss": 0.46,
"step": 10
},
{
"epoch": 0.008298755186721992,
"grad_norm": 1.094989538192749,
"learning_rate": 9.567727288213005e-05,
"loss": 0.458,
"step": 11
},
{
"epoch": 0.009053187476423991,
"grad_norm": 1.1770530939102173,
"learning_rate": 9.414737964294636e-05,
"loss": 0.5117,
"step": 12
},
{
"epoch": 0.00980761976612599,
"grad_norm": 0.9547999501228333,
"learning_rate": 9.24024048078213e-05,
"loss": 0.458,
"step": 13
},
{
"epoch": 0.010562052055827989,
"grad_norm": 0.9950444102287292,
"learning_rate": 9.045084971874738e-05,
"loss": 0.397,
"step": 14
},
{
"epoch": 0.011316484345529988,
"grad_norm": 0.8353845477104187,
"learning_rate": 8.83022221559489e-05,
"loss": 0.2724,
"step": 15
},
{
"epoch": 0.012070916635231988,
"grad_norm": 1.0144917964935303,
"learning_rate": 8.596699001693255e-05,
"loss": 0.4976,
"step": 16
},
{
"epoch": 0.012825348924933987,
"grad_norm": 1.0305901765823364,
"learning_rate": 8.345653031794292e-05,
"loss": 0.4253,
"step": 17
},
{
"epoch": 0.013579781214635987,
"grad_norm": 0.9045003652572632,
"learning_rate": 8.07830737662829e-05,
"loss": 0.3756,
"step": 18
},
{
"epoch": 0.014334213504337986,
"grad_norm": 0.8268274068832397,
"learning_rate": 7.795964517353735e-05,
"loss": 0.364,
"step": 19
},
{
"epoch": 0.015088645794039984,
"grad_norm": 0.8311420679092407,
"learning_rate": 7.500000000000001e-05,
"loss": 0.3196,
"step": 20
},
{
"epoch": 0.015843078083741986,
"grad_norm": 0.9112005233764648,
"learning_rate": 7.191855733945387e-05,
"loss": 0.2999,
"step": 21
},
{
"epoch": 0.016597510373443983,
"grad_norm": 0.8404811024665833,
"learning_rate": 6.873032967079561e-05,
"loss": 0.3525,
"step": 22
},
{
"epoch": 0.01735194266314598,
"grad_norm": 0.9411618709564209,
"learning_rate": 6.545084971874738e-05,
"loss": 0.4295,
"step": 23
},
{
"epoch": 0.018106374952847983,
"grad_norm": 0.7401957511901855,
"learning_rate": 6.209609477998338e-05,
"loss": 0.2783,
"step": 24
},
{
"epoch": 0.01886080724254998,
"grad_norm": 0.7432383298873901,
"learning_rate": 5.868240888334653e-05,
"loss": 0.2903,
"step": 25
},
{
"epoch": 0.01886080724254998,
"eval_loss": 0.3726862370967865,
"eval_runtime": 20.3618,
"eval_samples_per_second": 109.666,
"eval_steps_per_second": 13.751,
"step": 25
},
{
"epoch": 0.01961523953225198,
"grad_norm": 0.7956138849258423,
"learning_rate": 5.522642316338268e-05,
"loss": 0.3527,
"step": 26
},
{
"epoch": 0.02036967182195398,
"grad_norm": 0.8124170899391174,
"learning_rate": 5.174497483512506e-05,
"loss": 0.2873,
"step": 27
},
{
"epoch": 0.021124104111655977,
"grad_norm": 0.878582239151001,
"learning_rate": 4.825502516487497e-05,
"loss": 0.3622,
"step": 28
},
{
"epoch": 0.02187853640135798,
"grad_norm": 0.9804088473320007,
"learning_rate": 4.477357683661734e-05,
"loss": 0.3978,
"step": 29
},
{
"epoch": 0.022632968691059976,
"grad_norm": 0.8588770031929016,
"learning_rate": 4.131759111665349e-05,
"loss": 0.2956,
"step": 30
},
{
"epoch": 0.023387400980761978,
"grad_norm": 0.783898115158081,
"learning_rate": 3.790390522001662e-05,
"loss": 0.301,
"step": 31
},
{
"epoch": 0.024141833270463976,
"grad_norm": 0.6420652270317078,
"learning_rate": 3.4549150281252636e-05,
"loss": 0.2105,
"step": 32
},
{
"epoch": 0.024896265560165973,
"grad_norm": 1.0156136751174927,
"learning_rate": 3.12696703292044e-05,
"loss": 0.3051,
"step": 33
},
{
"epoch": 0.025650697849867975,
"grad_norm": 0.7897914052009583,
"learning_rate": 2.8081442660546125e-05,
"loss": 0.3269,
"step": 34
},
{
"epoch": 0.026405130139569973,
"grad_norm": 0.7197304368019104,
"learning_rate": 2.500000000000001e-05,
"loss": 0.2039,
"step": 35
},
{
"epoch": 0.027159562429271974,
"grad_norm": 0.8324704170227051,
"learning_rate": 2.2040354826462668e-05,
"loss": 0.3202,
"step": 36
},
{
"epoch": 0.02791399471897397,
"grad_norm": 0.8574749231338501,
"learning_rate": 1.9216926233717085e-05,
"loss": 0.2887,
"step": 37
},
{
"epoch": 0.028668427008675973,
"grad_norm": 1.0728785991668701,
"learning_rate": 1.6543469682057106e-05,
"loss": 0.4163,
"step": 38
},
{
"epoch": 0.02942285929837797,
"grad_norm": 0.9155979156494141,
"learning_rate": 1.4033009983067452e-05,
"loss": 0.2978,
"step": 39
},
{
"epoch": 0.03017729158807997,
"grad_norm": 0.8738413453102112,
"learning_rate": 1.1697777844051105e-05,
"loss": 0.3142,
"step": 40
},
{
"epoch": 0.03093172387778197,
"grad_norm": 0.89309161901474,
"learning_rate": 9.549150281252633e-06,
"loss": 0.2975,
"step": 41
},
{
"epoch": 0.03168615616748397,
"grad_norm": 1.0845947265625,
"learning_rate": 7.597595192178702e-06,
"loss": 0.3054,
"step": 42
},
{
"epoch": 0.03244058845718597,
"grad_norm": 0.9354661107063293,
"learning_rate": 5.852620357053651e-06,
"loss": 0.3257,
"step": 43
},
{
"epoch": 0.03319502074688797,
"grad_norm": 1.173690676689148,
"learning_rate": 4.322727117869951e-06,
"loss": 0.3655,
"step": 44
},
{
"epoch": 0.033949453036589965,
"grad_norm": 0.984697699546814,
"learning_rate": 3.0153689607045845e-06,
"loss": 0.2914,
"step": 45
},
{
"epoch": 0.03470388532629196,
"grad_norm": 1.103393316268921,
"learning_rate": 1.9369152030840556e-06,
"loss": 0.3537,
"step": 46
},
{
"epoch": 0.03545831761599397,
"grad_norm": 1.3742722272872925,
"learning_rate": 1.0926199633097157e-06,
"loss": 0.4048,
"step": 47
},
{
"epoch": 0.036212749905695965,
"grad_norm": 1.5404117107391357,
"learning_rate": 4.865965629214819e-07,
"loss": 0.4235,
"step": 48
},
{
"epoch": 0.03696718219539796,
"grad_norm": 1.8669302463531494,
"learning_rate": 1.2179748700879012e-07,
"loss": 0.3197,
"step": 49
},
{
"epoch": 0.03772161448509996,
"grad_norm": 3.114102602005005,
"learning_rate": 0.0,
"loss": 0.5909,
"step": 50
},
{
"epoch": 0.03772161448509996,
"eval_loss": 0.3445923328399658,
"eval_runtime": 20.3648,
"eval_samples_per_second": 109.65,
"eval_steps_per_second": 13.749,
"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": 5,
"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": 1999744829227008.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}