vdos's picture
Training in progress, step 50, checkpoint
2132875 verified
raw
history blame
10.3 kB
{
"best_metric": 10.347929954528809,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.6028636021100227,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.012057272042200452,
"grad_norm": 0.29372695088386536,
"learning_rate": 5e-05,
"loss": 10.3802,
"step": 1
},
{
"epoch": 0.012057272042200452,
"eval_loss": 10.380714416503906,
"eval_runtime": 1.6845,
"eval_samples_per_second": 331.845,
"eval_steps_per_second": 41.555,
"step": 1
},
{
"epoch": 0.024114544084400905,
"grad_norm": 0.29436203837394714,
"learning_rate": 0.0001,
"loss": 10.3815,
"step": 2
},
{
"epoch": 0.03617181612660136,
"grad_norm": 0.2924072742462158,
"learning_rate": 9.989294616193017e-05,
"loss": 10.3808,
"step": 3
},
{
"epoch": 0.04822908816880181,
"grad_norm": 0.29187890887260437,
"learning_rate": 9.957224306869053e-05,
"loss": 10.3793,
"step": 4
},
{
"epoch": 0.06028636021100226,
"grad_norm": 0.28935664892196655,
"learning_rate": 9.903926402016153e-05,
"loss": 10.3794,
"step": 5
},
{
"epoch": 0.07234363225320271,
"grad_norm": 0.29046961665153503,
"learning_rate": 9.829629131445342e-05,
"loss": 10.378,
"step": 6
},
{
"epoch": 0.08440090429540316,
"grad_norm": 0.29813316464424133,
"learning_rate": 9.73465064747553e-05,
"loss": 10.3756,
"step": 7
},
{
"epoch": 0.09645817633760362,
"grad_norm": 0.30296024680137634,
"learning_rate": 9.619397662556435e-05,
"loss": 10.3749,
"step": 8
},
{
"epoch": 0.10851544837980406,
"grad_norm": 0.3060512840747833,
"learning_rate": 9.484363707663442e-05,
"loss": 10.3743,
"step": 9
},
{
"epoch": 0.12057272042200452,
"grad_norm": 0.3108205199241638,
"learning_rate": 9.330127018922194e-05,
"loss": 10.373,
"step": 10
},
{
"epoch": 0.13262999246420498,
"grad_norm": 0.3159935474395752,
"learning_rate": 9.157348061512727e-05,
"loss": 10.372,
"step": 11
},
{
"epoch": 0.14468726450640543,
"grad_norm": 0.3171635568141937,
"learning_rate": 8.966766701456177e-05,
"loss": 10.3688,
"step": 12
},
{
"epoch": 0.15674453654860587,
"grad_norm": 0.3182453513145447,
"learning_rate": 8.759199037394887e-05,
"loss": 10.3699,
"step": 13
},
{
"epoch": 0.16880180859080632,
"grad_norm": 0.3205792307853699,
"learning_rate": 8.535533905932738e-05,
"loss": 10.3683,
"step": 14
},
{
"epoch": 0.1808590806330068,
"grad_norm": 0.3250167965888977,
"learning_rate": 8.296729075500344e-05,
"loss": 10.3673,
"step": 15
},
{
"epoch": 0.19291635267520724,
"grad_norm": 0.33457398414611816,
"learning_rate": 8.043807145043604e-05,
"loss": 10.367,
"step": 16
},
{
"epoch": 0.20497362471740768,
"grad_norm": 0.334460973739624,
"learning_rate": 7.777851165098012e-05,
"loss": 10.3666,
"step": 17
},
{
"epoch": 0.21703089675960813,
"grad_norm": 0.33570876717567444,
"learning_rate": 7.500000000000001e-05,
"loss": 10.3642,
"step": 18
},
{
"epoch": 0.2290881688018086,
"grad_norm": 0.34196099638938904,
"learning_rate": 7.211443451095007e-05,
"loss": 10.363,
"step": 19
},
{
"epoch": 0.24114544084400905,
"grad_norm": 0.3495764136314392,
"learning_rate": 6.91341716182545e-05,
"loss": 10.3616,
"step": 20
},
{
"epoch": 0.2532027128862095,
"grad_norm": 0.35669052600860596,
"learning_rate": 6.607197326515808e-05,
"loss": 10.3619,
"step": 21
},
{
"epoch": 0.26525998492840996,
"grad_norm": 0.3679502010345459,
"learning_rate": 6.294095225512603e-05,
"loss": 10.3591,
"step": 22
},
{
"epoch": 0.2773172569706104,
"grad_norm": 0.36417484283447266,
"learning_rate": 5.9754516100806423e-05,
"loss": 10.3582,
"step": 23
},
{
"epoch": 0.28937452901281085,
"grad_norm": 0.3735411465167999,
"learning_rate": 5.6526309611002594e-05,
"loss": 10.3577,
"step": 24
},
{
"epoch": 0.30143180105501133,
"grad_norm": 0.37289372086524963,
"learning_rate": 5.327015646150716e-05,
"loss": 10.3567,
"step": 25
},
{
"epoch": 0.30143180105501133,
"eval_loss": 10.356481552124023,
"eval_runtime": 1.6961,
"eval_samples_per_second": 329.576,
"eval_steps_per_second": 41.271,
"step": 25
},
{
"epoch": 0.31348907309721175,
"grad_norm": 0.37799665331840515,
"learning_rate": 5e-05,
"loss": 10.3576,
"step": 26
},
{
"epoch": 0.3255463451394122,
"grad_norm": 0.3761814832687378,
"learning_rate": 4.6729843538492847e-05,
"loss": 10.3566,
"step": 27
},
{
"epoch": 0.33760361718161264,
"grad_norm": 0.38003864884376526,
"learning_rate": 4.347369038899744e-05,
"loss": 10.3568,
"step": 28
},
{
"epoch": 0.3496608892238131,
"grad_norm": 0.3890228867530823,
"learning_rate": 4.0245483899193595e-05,
"loss": 10.3543,
"step": 29
},
{
"epoch": 0.3617181612660136,
"grad_norm": 0.38857603073120117,
"learning_rate": 3.705904774487396e-05,
"loss": 10.3538,
"step": 30
},
{
"epoch": 0.373775433308214,
"grad_norm": 0.39215660095214844,
"learning_rate": 3.392802673484193e-05,
"loss": 10.3541,
"step": 31
},
{
"epoch": 0.3858327053504145,
"grad_norm": 0.4006653428077698,
"learning_rate": 3.086582838174551e-05,
"loss": 10.3533,
"step": 32
},
{
"epoch": 0.39788997739261495,
"grad_norm": 0.3988947868347168,
"learning_rate": 2.7885565489049946e-05,
"loss": 10.3514,
"step": 33
},
{
"epoch": 0.40994724943481536,
"grad_norm": 0.4035243093967438,
"learning_rate": 2.500000000000001e-05,
"loss": 10.3511,
"step": 34
},
{
"epoch": 0.42200452147701584,
"grad_norm": 0.39984676241874695,
"learning_rate": 2.2221488349019903e-05,
"loss": 10.3517,
"step": 35
},
{
"epoch": 0.43406179351921625,
"grad_norm": 0.40296873450279236,
"learning_rate": 1.9561928549563968e-05,
"loss": 10.3515,
"step": 36
},
{
"epoch": 0.4461190655614167,
"grad_norm": 0.3979630470275879,
"learning_rate": 1.703270924499656e-05,
"loss": 10.35,
"step": 37
},
{
"epoch": 0.4581763376036172,
"grad_norm": 0.39856386184692383,
"learning_rate": 1.4644660940672627e-05,
"loss": 10.3502,
"step": 38
},
{
"epoch": 0.4702336096458176,
"grad_norm": 0.4138854146003723,
"learning_rate": 1.2408009626051137e-05,
"loss": 10.3502,
"step": 39
},
{
"epoch": 0.4822908816880181,
"grad_norm": 0.4107336401939392,
"learning_rate": 1.0332332985438248e-05,
"loss": 10.3497,
"step": 40
},
{
"epoch": 0.49434815373021856,
"grad_norm": 0.4137466549873352,
"learning_rate": 8.426519384872733e-06,
"loss": 10.3504,
"step": 41
},
{
"epoch": 0.506405425772419,
"grad_norm": 0.4083769619464874,
"learning_rate": 6.698729810778065e-06,
"loss": 10.3496,
"step": 42
},
{
"epoch": 0.5184626978146194,
"grad_norm": 0.4133431911468506,
"learning_rate": 5.156362923365588e-06,
"loss": 10.3482,
"step": 43
},
{
"epoch": 0.5305199698568199,
"grad_norm": 0.41160884499549866,
"learning_rate": 3.8060233744356633e-06,
"loss": 10.3485,
"step": 44
},
{
"epoch": 0.5425772418990203,
"grad_norm": 0.4080004096031189,
"learning_rate": 2.653493525244721e-06,
"loss": 10.3491,
"step": 45
},
{
"epoch": 0.5546345139412208,
"grad_norm": 0.4072157144546509,
"learning_rate": 1.70370868554659e-06,
"loss": 10.3493,
"step": 46
},
{
"epoch": 0.5666917859834213,
"grad_norm": 0.41588732600212097,
"learning_rate": 9.607359798384785e-07,
"loss": 10.3482,
"step": 47
},
{
"epoch": 0.5787490580256217,
"grad_norm": 0.40861016511917114,
"learning_rate": 4.277569313094809e-07,
"loss": 10.3485,
"step": 48
},
{
"epoch": 0.5908063300678221,
"grad_norm": 0.4074612259864807,
"learning_rate": 1.0705383806982606e-07,
"loss": 10.347,
"step": 49
},
{
"epoch": 0.6028636021100227,
"grad_norm": 0.4056658446788788,
"learning_rate": 0.0,
"loss": 10.3471,
"step": 50
},
{
"epoch": 0.6028636021100227,
"eval_loss": 10.347929954528809,
"eval_runtime": 1.7039,
"eval_samples_per_second": 328.078,
"eval_steps_per_second": 41.083,
"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": 66784998064128.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}