DeepDream2045's picture
Training in progress, step 50, checkpoint
b3adbad verified
{
"best_metric": 0.7039269208908081,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.5475701574264202,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.010951403148528405,
"grad_norm": 0.26986071467399597,
"learning_rate": 5e-05,
"loss": 0.6051,
"step": 1
},
{
"epoch": 0.010951403148528405,
"eval_loss": 0.8239226937294006,
"eval_runtime": 9.5849,
"eval_samples_per_second": 64.163,
"eval_steps_per_second": 8.033,
"step": 1
},
{
"epoch": 0.02190280629705681,
"grad_norm": 0.3838704228401184,
"learning_rate": 0.0001,
"loss": 0.6805,
"step": 2
},
{
"epoch": 0.03285420944558522,
"grad_norm": 0.375266432762146,
"learning_rate": 9.989294616193017e-05,
"loss": 0.7333,
"step": 3
},
{
"epoch": 0.04380561259411362,
"grad_norm": 0.41876211762428284,
"learning_rate": 9.957224306869053e-05,
"loss": 0.734,
"step": 4
},
{
"epoch": 0.05475701574264202,
"grad_norm": 0.4403587877750397,
"learning_rate": 9.903926402016153e-05,
"loss": 0.7199,
"step": 5
},
{
"epoch": 0.06570841889117043,
"grad_norm": 0.43424153327941895,
"learning_rate": 9.829629131445342e-05,
"loss": 0.7105,
"step": 6
},
{
"epoch": 0.07665982203969883,
"grad_norm": 0.45333054661750793,
"learning_rate": 9.73465064747553e-05,
"loss": 0.7663,
"step": 7
},
{
"epoch": 0.08761122518822724,
"grad_norm": 0.48293498158454895,
"learning_rate": 9.619397662556435e-05,
"loss": 0.7875,
"step": 8
},
{
"epoch": 0.09856262833675565,
"grad_norm": 0.4727921187877655,
"learning_rate": 9.484363707663442e-05,
"loss": 0.7718,
"step": 9
},
{
"epoch": 0.10951403148528405,
"grad_norm": 0.5101667046546936,
"learning_rate": 9.330127018922194e-05,
"loss": 0.7961,
"step": 10
},
{
"epoch": 0.12046543463381246,
"grad_norm": 0.5675897598266602,
"learning_rate": 9.157348061512727e-05,
"loss": 0.7384,
"step": 11
},
{
"epoch": 0.13141683778234087,
"grad_norm": 0.657037079334259,
"learning_rate": 8.966766701456177e-05,
"loss": 0.7595,
"step": 12
},
{
"epoch": 0.14236824093086928,
"grad_norm": 0.3988194465637207,
"learning_rate": 8.759199037394887e-05,
"loss": 0.6365,
"step": 13
},
{
"epoch": 0.15331964407939766,
"grad_norm": 0.42828720808029175,
"learning_rate": 8.535533905932738e-05,
"loss": 0.708,
"step": 14
},
{
"epoch": 0.16427104722792607,
"grad_norm": 0.40163448452949524,
"learning_rate": 8.296729075500344e-05,
"loss": 0.709,
"step": 15
},
{
"epoch": 0.17522245037645448,
"grad_norm": 0.36469730734825134,
"learning_rate": 8.043807145043604e-05,
"loss": 0.7123,
"step": 16
},
{
"epoch": 0.1861738535249829,
"grad_norm": 0.3585062026977539,
"learning_rate": 7.777851165098012e-05,
"loss": 0.7037,
"step": 17
},
{
"epoch": 0.1971252566735113,
"grad_norm": 0.35936301946640015,
"learning_rate": 7.500000000000001e-05,
"loss": 0.7925,
"step": 18
},
{
"epoch": 0.2080766598220397,
"grad_norm": 0.3914806842803955,
"learning_rate": 7.211443451095007e-05,
"loss": 0.7094,
"step": 19
},
{
"epoch": 0.2190280629705681,
"grad_norm": 0.41733092069625854,
"learning_rate": 6.91341716182545e-05,
"loss": 0.6991,
"step": 20
},
{
"epoch": 0.2299794661190965,
"grad_norm": 0.46973565220832825,
"learning_rate": 6.607197326515808e-05,
"loss": 0.7313,
"step": 21
},
{
"epoch": 0.24093086926762491,
"grad_norm": 0.5212298631668091,
"learning_rate": 6.294095225512603e-05,
"loss": 0.75,
"step": 22
},
{
"epoch": 0.2518822724161533,
"grad_norm": 0.5571466684341431,
"learning_rate": 5.9754516100806423e-05,
"loss": 0.7327,
"step": 23
},
{
"epoch": 0.26283367556468173,
"grad_norm": 0.6130120754241943,
"learning_rate": 5.6526309611002594e-05,
"loss": 0.7344,
"step": 24
},
{
"epoch": 0.2737850787132101,
"grad_norm": 0.8431180119514465,
"learning_rate": 5.327015646150716e-05,
"loss": 0.6917,
"step": 25
},
{
"epoch": 0.2737850787132101,
"eval_loss": 0.7081851363182068,
"eval_runtime": 9.5906,
"eval_samples_per_second": 64.125,
"eval_steps_per_second": 8.029,
"step": 25
},
{
"epoch": 0.28473648186173856,
"grad_norm": 0.22181300818920135,
"learning_rate": 5e-05,
"loss": 0.6229,
"step": 26
},
{
"epoch": 0.29568788501026694,
"grad_norm": 0.2770335376262665,
"learning_rate": 4.6729843538492847e-05,
"loss": 0.7119,
"step": 27
},
{
"epoch": 0.3066392881587953,
"grad_norm": 0.2974836230278015,
"learning_rate": 4.347369038899744e-05,
"loss": 0.6554,
"step": 28
},
{
"epoch": 0.31759069130732376,
"grad_norm": 0.3229321837425232,
"learning_rate": 4.0245483899193595e-05,
"loss": 0.6485,
"step": 29
},
{
"epoch": 0.32854209445585214,
"grad_norm": 0.3643602430820465,
"learning_rate": 3.705904774487396e-05,
"loss": 0.709,
"step": 30
},
{
"epoch": 0.3394934976043806,
"grad_norm": 0.3989682197570801,
"learning_rate": 3.392802673484193e-05,
"loss": 0.7386,
"step": 31
},
{
"epoch": 0.35044490075290896,
"grad_norm": 0.38096320629119873,
"learning_rate": 3.086582838174551e-05,
"loss": 0.7503,
"step": 32
},
{
"epoch": 0.3613963039014374,
"grad_norm": 0.41845908761024475,
"learning_rate": 2.7885565489049946e-05,
"loss": 0.7321,
"step": 33
},
{
"epoch": 0.3723477070499658,
"grad_norm": 0.4356347322463989,
"learning_rate": 2.500000000000001e-05,
"loss": 0.7387,
"step": 34
},
{
"epoch": 0.38329911019849416,
"grad_norm": 0.43814530968666077,
"learning_rate": 2.2221488349019903e-05,
"loss": 0.7351,
"step": 35
},
{
"epoch": 0.3942505133470226,
"grad_norm": 0.49377891421318054,
"learning_rate": 1.9561928549563968e-05,
"loss": 0.7211,
"step": 36
},
{
"epoch": 0.405201916495551,
"grad_norm": 0.5536242723464966,
"learning_rate": 1.703270924499656e-05,
"loss": 0.6815,
"step": 37
},
{
"epoch": 0.4161533196440794,
"grad_norm": 0.21757011115550995,
"learning_rate": 1.4644660940672627e-05,
"loss": 0.5761,
"step": 38
},
{
"epoch": 0.4271047227926078,
"grad_norm": 0.19792011380195618,
"learning_rate": 1.2408009626051137e-05,
"loss": 0.6702,
"step": 39
},
{
"epoch": 0.4380561259411362,
"grad_norm": 0.23511400818824768,
"learning_rate": 1.0332332985438248e-05,
"loss": 0.7169,
"step": 40
},
{
"epoch": 0.4490075290896646,
"grad_norm": 0.25927504897117615,
"learning_rate": 8.426519384872733e-06,
"loss": 0.7027,
"step": 41
},
{
"epoch": 0.459958932238193,
"grad_norm": 0.29216915369033813,
"learning_rate": 6.698729810778065e-06,
"loss": 0.6958,
"step": 42
},
{
"epoch": 0.47091033538672145,
"grad_norm": 0.31128939986228943,
"learning_rate": 5.156362923365588e-06,
"loss": 0.7234,
"step": 43
},
{
"epoch": 0.48186173853524983,
"grad_norm": 0.3309127390384674,
"learning_rate": 3.8060233744356633e-06,
"loss": 0.6975,
"step": 44
},
{
"epoch": 0.4928131416837782,
"grad_norm": 0.35349705815315247,
"learning_rate": 2.653493525244721e-06,
"loss": 0.7576,
"step": 45
},
{
"epoch": 0.5037645448323066,
"grad_norm": 0.39280784130096436,
"learning_rate": 1.70370868554659e-06,
"loss": 0.752,
"step": 46
},
{
"epoch": 0.5147159479808351,
"grad_norm": 0.43009769916534424,
"learning_rate": 9.607359798384785e-07,
"loss": 0.7541,
"step": 47
},
{
"epoch": 0.5256673511293635,
"grad_norm": 0.46160510182380676,
"learning_rate": 4.277569313094809e-07,
"loss": 0.7342,
"step": 48
},
{
"epoch": 0.5366187542778919,
"grad_norm": 0.5528345108032227,
"learning_rate": 1.0705383806982606e-07,
"loss": 0.7234,
"step": 49
},
{
"epoch": 0.5475701574264202,
"grad_norm": 0.6566212177276611,
"learning_rate": 0.0,
"loss": 0.6891,
"step": 50
},
{
"epoch": 0.5475701574264202,
"eval_loss": 0.7039269208908081,
"eval_runtime": 9.6057,
"eval_samples_per_second": 64.024,
"eval_steps_per_second": 8.016,
"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": 2.955777588540211e+16,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}