prxy5608's picture
Training in progress, step 50, checkpoint
f9ba597 verified
{
"best_metric": 0.34442776441574097,
"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": 0.8308587074279785,
"learning_rate": 2e-05,
"loss": 0.2964,
"step": 1
},
{
"epoch": 0.0007544322897019992,
"eval_loss": 0.7299715876579285,
"eval_runtime": 20.2482,
"eval_samples_per_second": 110.281,
"eval_steps_per_second": 13.828,
"step": 1
},
{
"epoch": 0.0015088645794039985,
"grad_norm": 1.1042485237121582,
"learning_rate": 4e-05,
"loss": 0.4161,
"step": 2
},
{
"epoch": 0.002263296869105998,
"grad_norm": 1.4411886930465698,
"learning_rate": 6e-05,
"loss": 0.6274,
"step": 3
},
{
"epoch": 0.003017729158807997,
"grad_norm": 1.3803136348724365,
"learning_rate": 8e-05,
"loss": 0.7206,
"step": 4
},
{
"epoch": 0.003772161448509996,
"grad_norm": 1.6238412857055664,
"learning_rate": 0.0001,
"loss": 0.6611,
"step": 5
},
{
"epoch": 0.004526593738211996,
"grad_norm": 1.4129446744918823,
"learning_rate": 9.987820251299122e-05,
"loss": 0.7248,
"step": 6
},
{
"epoch": 0.005281026027913994,
"grad_norm": 1.8948041200637817,
"learning_rate": 9.951340343707852e-05,
"loss": 0.8552,
"step": 7
},
{
"epoch": 0.006035458317615994,
"grad_norm": 1.9643433094024658,
"learning_rate": 9.890738003669029e-05,
"loss": 0.8506,
"step": 8
},
{
"epoch": 0.0067898906073179935,
"grad_norm": 1.233587384223938,
"learning_rate": 9.806308479691595e-05,
"loss": 0.5796,
"step": 9
},
{
"epoch": 0.007544322897019992,
"grad_norm": 1.038683533668518,
"learning_rate": 9.698463103929542e-05,
"loss": 0.4606,
"step": 10
},
{
"epoch": 0.008298755186721992,
"grad_norm": 1.0833423137664795,
"learning_rate": 9.567727288213005e-05,
"loss": 0.4563,
"step": 11
},
{
"epoch": 0.009053187476423991,
"grad_norm": 1.1593278646469116,
"learning_rate": 9.414737964294636e-05,
"loss": 0.5112,
"step": 12
},
{
"epoch": 0.00980761976612599,
"grad_norm": 0.9469462037086487,
"learning_rate": 9.24024048078213e-05,
"loss": 0.4577,
"step": 13
},
{
"epoch": 0.010562052055827989,
"grad_norm": 0.9820336103439331,
"learning_rate": 9.045084971874738e-05,
"loss": 0.3953,
"step": 14
},
{
"epoch": 0.011316484345529988,
"grad_norm": 0.8230754733085632,
"learning_rate": 8.83022221559489e-05,
"loss": 0.2721,
"step": 15
},
{
"epoch": 0.012070916635231988,
"grad_norm": 1.001030445098877,
"learning_rate": 8.596699001693255e-05,
"loss": 0.4971,
"step": 16
},
{
"epoch": 0.012825348924933987,
"grad_norm": 1.0248661041259766,
"learning_rate": 8.345653031794292e-05,
"loss": 0.4235,
"step": 17
},
{
"epoch": 0.013579781214635987,
"grad_norm": 0.9030658006668091,
"learning_rate": 8.07830737662829e-05,
"loss": 0.3756,
"step": 18
},
{
"epoch": 0.014334213504337986,
"grad_norm": 0.8215460181236267,
"learning_rate": 7.795964517353735e-05,
"loss": 0.3629,
"step": 19
},
{
"epoch": 0.015088645794039984,
"grad_norm": 0.8405181169509888,
"learning_rate": 7.500000000000001e-05,
"loss": 0.3189,
"step": 20
},
{
"epoch": 0.015843078083741986,
"grad_norm": 0.9004895091056824,
"learning_rate": 7.191855733945387e-05,
"loss": 0.2999,
"step": 21
},
{
"epoch": 0.016597510373443983,
"grad_norm": 0.8422564268112183,
"learning_rate": 6.873032967079561e-05,
"loss": 0.3529,
"step": 22
},
{
"epoch": 0.01735194266314598,
"grad_norm": 0.9507232308387756,
"learning_rate": 6.545084971874738e-05,
"loss": 0.4296,
"step": 23
},
{
"epoch": 0.018106374952847983,
"grad_norm": 0.7352273464202881,
"learning_rate": 6.209609477998338e-05,
"loss": 0.2783,
"step": 24
},
{
"epoch": 0.01886080724254998,
"grad_norm": 0.7454931139945984,
"learning_rate": 5.868240888334653e-05,
"loss": 0.2902,
"step": 25
},
{
"epoch": 0.01886080724254998,
"eval_loss": 0.37303784489631653,
"eval_runtime": 20.2994,
"eval_samples_per_second": 110.003,
"eval_steps_per_second": 13.794,
"step": 25
},
{
"epoch": 0.01961523953225198,
"grad_norm": 0.7916195392608643,
"learning_rate": 5.522642316338268e-05,
"loss": 0.3521,
"step": 26
},
{
"epoch": 0.02036967182195398,
"grad_norm": 0.8140760660171509,
"learning_rate": 5.174497483512506e-05,
"loss": 0.2878,
"step": 27
},
{
"epoch": 0.021124104111655977,
"grad_norm": 0.8776665925979614,
"learning_rate": 4.825502516487497e-05,
"loss": 0.3625,
"step": 28
},
{
"epoch": 0.02187853640135798,
"grad_norm": 0.9702516794204712,
"learning_rate": 4.477357683661734e-05,
"loss": 0.3975,
"step": 29
},
{
"epoch": 0.022632968691059976,
"grad_norm": 0.8504037261009216,
"learning_rate": 4.131759111665349e-05,
"loss": 0.299,
"step": 30
},
{
"epoch": 0.023387400980761978,
"grad_norm": 0.7773805260658264,
"learning_rate": 3.790390522001662e-05,
"loss": 0.3011,
"step": 31
},
{
"epoch": 0.024141833270463976,
"grad_norm": 0.67751145362854,
"learning_rate": 3.4549150281252636e-05,
"loss": 0.2111,
"step": 32
},
{
"epoch": 0.024896265560165973,
"grad_norm": 0.9894010424613953,
"learning_rate": 3.12696703292044e-05,
"loss": 0.3064,
"step": 33
},
{
"epoch": 0.025650697849867975,
"grad_norm": 0.7872379422187805,
"learning_rate": 2.8081442660546125e-05,
"loss": 0.327,
"step": 34
},
{
"epoch": 0.026405130139569973,
"grad_norm": 0.714971125125885,
"learning_rate": 2.500000000000001e-05,
"loss": 0.2041,
"step": 35
},
{
"epoch": 0.027159562429271974,
"grad_norm": 0.8356368541717529,
"learning_rate": 2.2040354826462668e-05,
"loss": 0.3212,
"step": 36
},
{
"epoch": 0.02791399471897397,
"grad_norm": 0.8638647794723511,
"learning_rate": 1.9216926233717085e-05,
"loss": 0.2885,
"step": 37
},
{
"epoch": 0.028668427008675973,
"grad_norm": 1.0834510326385498,
"learning_rate": 1.6543469682057106e-05,
"loss": 0.4168,
"step": 38
},
{
"epoch": 0.02942285929837797,
"grad_norm": 0.9180977940559387,
"learning_rate": 1.4033009983067452e-05,
"loss": 0.2998,
"step": 39
},
{
"epoch": 0.03017729158807997,
"grad_norm": 0.8694742918014526,
"learning_rate": 1.1697777844051105e-05,
"loss": 0.3141,
"step": 40
},
{
"epoch": 0.03093172387778197,
"grad_norm": 0.8900282382965088,
"learning_rate": 9.549150281252633e-06,
"loss": 0.2984,
"step": 41
},
{
"epoch": 0.03168615616748397,
"grad_norm": 1.0807785987854004,
"learning_rate": 7.597595192178702e-06,
"loss": 0.3059,
"step": 42
},
{
"epoch": 0.03244058845718597,
"grad_norm": 0.9371557235717773,
"learning_rate": 5.852620357053651e-06,
"loss": 0.3262,
"step": 43
},
{
"epoch": 0.03319502074688797,
"grad_norm": 1.1675786972045898,
"learning_rate": 4.322727117869951e-06,
"loss": 0.3664,
"step": 44
},
{
"epoch": 0.033949453036589965,
"grad_norm": 0.9846644997596741,
"learning_rate": 3.0153689607045845e-06,
"loss": 0.292,
"step": 45
},
{
"epoch": 0.03470388532629196,
"grad_norm": 1.1046561002731323,
"learning_rate": 1.9369152030840556e-06,
"loss": 0.3549,
"step": 46
},
{
"epoch": 0.03545831761599397,
"grad_norm": 1.3664727210998535,
"learning_rate": 1.0926199633097157e-06,
"loss": 0.4048,
"step": 47
},
{
"epoch": 0.036212749905695965,
"grad_norm": 1.5488460063934326,
"learning_rate": 4.865965629214819e-07,
"loss": 0.4229,
"step": 48
},
{
"epoch": 0.03696718219539796,
"grad_norm": 1.8980265855789185,
"learning_rate": 1.2179748700879012e-07,
"loss": 0.3193,
"step": 49
},
{
"epoch": 0.03772161448509996,
"grad_norm": 3.1977779865264893,
"learning_rate": 0.0,
"loss": 0.5885,
"step": 50
},
{
"epoch": 0.03772161448509996,
"eval_loss": 0.34442776441574097,
"eval_runtime": 20.2984,
"eval_samples_per_second": 110.009,
"eval_steps_per_second": 13.794,
"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
}