Rodo-Sami's picture
Training in progress, step 50, checkpoint
c32dc35 verified
{
"best_metric": 1.328393816947937,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.45454545454545453,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.00909090909090909,
"grad_norm": 0.43840864300727844,
"learning_rate": 5e-05,
"loss": 1.6435,
"step": 1
},
{
"epoch": 0.00909090909090909,
"eval_loss": 2.161210298538208,
"eval_runtime": 27.8988,
"eval_samples_per_second": 26.56,
"eval_steps_per_second": 3.333,
"step": 1
},
{
"epoch": 0.01818181818181818,
"grad_norm": 0.5271226763725281,
"learning_rate": 0.0001,
"loss": 1.6374,
"step": 2
},
{
"epoch": 0.02727272727272727,
"grad_norm": 0.5705170631408691,
"learning_rate": 9.989294616193017e-05,
"loss": 1.7139,
"step": 3
},
{
"epoch": 0.03636363636363636,
"grad_norm": 0.6076046824455261,
"learning_rate": 9.957224306869053e-05,
"loss": 1.8229,
"step": 4
},
{
"epoch": 0.045454545454545456,
"grad_norm": 0.46959155797958374,
"learning_rate": 9.903926402016153e-05,
"loss": 1.6404,
"step": 5
},
{
"epoch": 0.05454545454545454,
"grad_norm": 0.6464632749557495,
"learning_rate": 9.829629131445342e-05,
"loss": 1.7171,
"step": 6
},
{
"epoch": 0.06363636363636363,
"grad_norm": 0.6275486946105957,
"learning_rate": 9.73465064747553e-05,
"loss": 1.6393,
"step": 7
},
{
"epoch": 0.07272727272727272,
"grad_norm": 0.5121647715568542,
"learning_rate": 9.619397662556435e-05,
"loss": 1.6314,
"step": 8
},
{
"epoch": 0.08181818181818182,
"grad_norm": 0.6559847593307495,
"learning_rate": 9.484363707663442e-05,
"loss": 1.574,
"step": 9
},
{
"epoch": 0.09090909090909091,
"grad_norm": 0.7980840802192688,
"learning_rate": 9.330127018922194e-05,
"loss": 1.4944,
"step": 10
},
{
"epoch": 0.1,
"grad_norm": 0.8259976506233215,
"learning_rate": 9.157348061512727e-05,
"loss": 1.4888,
"step": 11
},
{
"epoch": 0.10909090909090909,
"grad_norm": 1.0967543125152588,
"learning_rate": 8.966766701456177e-05,
"loss": 1.4157,
"step": 12
},
{
"epoch": 0.11818181818181818,
"grad_norm": 1.396427869796753,
"learning_rate": 8.759199037394887e-05,
"loss": 1.4676,
"step": 13
},
{
"epoch": 0.12727272727272726,
"grad_norm": 1.0643088817596436,
"learning_rate": 8.535533905932738e-05,
"loss": 1.4466,
"step": 14
},
{
"epoch": 0.13636363636363635,
"grad_norm": 0.7951937913894653,
"learning_rate": 8.296729075500344e-05,
"loss": 1.5571,
"step": 15
},
{
"epoch": 0.14545454545454545,
"grad_norm": 0.6135804057121277,
"learning_rate": 8.043807145043604e-05,
"loss": 1.4813,
"step": 16
},
{
"epoch": 0.15454545454545454,
"grad_norm": 0.47333285212516785,
"learning_rate": 7.777851165098012e-05,
"loss": 1.4708,
"step": 17
},
{
"epoch": 0.16363636363636364,
"grad_norm": 0.45460066199302673,
"learning_rate": 7.500000000000001e-05,
"loss": 1.5531,
"step": 18
},
{
"epoch": 0.17272727272727273,
"grad_norm": 0.48867130279541016,
"learning_rate": 7.211443451095007e-05,
"loss": 1.5439,
"step": 19
},
{
"epoch": 0.18181818181818182,
"grad_norm": 0.5177707672119141,
"learning_rate": 6.91341716182545e-05,
"loss": 1.5002,
"step": 20
},
{
"epoch": 0.19090909090909092,
"grad_norm": 0.5035902857780457,
"learning_rate": 6.607197326515808e-05,
"loss": 1.4441,
"step": 21
},
{
"epoch": 0.2,
"grad_norm": 0.5819491744041443,
"learning_rate": 6.294095225512603e-05,
"loss": 1.3929,
"step": 22
},
{
"epoch": 0.20909090909090908,
"grad_norm": 0.670968234539032,
"learning_rate": 5.9754516100806423e-05,
"loss": 1.4114,
"step": 23
},
{
"epoch": 0.21818181818181817,
"grad_norm": 0.9142773747444153,
"learning_rate": 5.6526309611002594e-05,
"loss": 1.3526,
"step": 24
},
{
"epoch": 0.22727272727272727,
"grad_norm": 1.6704258918762207,
"learning_rate": 5.327015646150716e-05,
"loss": 1.532,
"step": 25
},
{
"epoch": 0.22727272727272727,
"eval_loss": 1.3843603134155273,
"eval_runtime": 23.7716,
"eval_samples_per_second": 31.172,
"eval_steps_per_second": 3.912,
"step": 25
},
{
"epoch": 0.23636363636363636,
"grad_norm": 0.36956995725631714,
"learning_rate": 5e-05,
"loss": 1.5298,
"step": 26
},
{
"epoch": 0.24545454545454545,
"grad_norm": 0.49253299832344055,
"learning_rate": 4.6729843538492847e-05,
"loss": 1.4411,
"step": 27
},
{
"epoch": 0.2545454545454545,
"grad_norm": 0.5202022194862366,
"learning_rate": 4.347369038899744e-05,
"loss": 1.3987,
"step": 28
},
{
"epoch": 0.2636363636363636,
"grad_norm": 0.5346823334693909,
"learning_rate": 4.0245483899193595e-05,
"loss": 1.4693,
"step": 29
},
{
"epoch": 0.2727272727272727,
"grad_norm": 0.5093651413917542,
"learning_rate": 3.705904774487396e-05,
"loss": 1.4682,
"step": 30
},
{
"epoch": 0.2818181818181818,
"grad_norm": 0.7494578957557678,
"learning_rate": 3.392802673484193e-05,
"loss": 1.4346,
"step": 31
},
{
"epoch": 0.2909090909090909,
"grad_norm": 0.41236063838005066,
"learning_rate": 3.086582838174551e-05,
"loss": 1.5035,
"step": 32
},
{
"epoch": 0.3,
"grad_norm": 0.569702684879303,
"learning_rate": 2.7885565489049946e-05,
"loss": 1.3644,
"step": 33
},
{
"epoch": 0.3090909090909091,
"grad_norm": 0.6248189210891724,
"learning_rate": 2.500000000000001e-05,
"loss": 1.4663,
"step": 34
},
{
"epoch": 0.3181818181818182,
"grad_norm": 0.7485700845718384,
"learning_rate": 2.2221488349019903e-05,
"loss": 1.3821,
"step": 35
},
{
"epoch": 0.32727272727272727,
"grad_norm": 1.061784029006958,
"learning_rate": 1.9561928549563968e-05,
"loss": 1.2502,
"step": 36
},
{
"epoch": 0.33636363636363636,
"grad_norm": 1.3697577714920044,
"learning_rate": 1.703270924499656e-05,
"loss": 1.2969,
"step": 37
},
{
"epoch": 0.34545454545454546,
"grad_norm": 0.2654924690723419,
"learning_rate": 1.4644660940672627e-05,
"loss": 1.0297,
"step": 38
},
{
"epoch": 0.35454545454545455,
"grad_norm": 0.20454204082489014,
"learning_rate": 1.2408009626051137e-05,
"loss": 1.341,
"step": 39
},
{
"epoch": 0.36363636363636365,
"grad_norm": 0.24198082089424133,
"learning_rate": 1.0332332985438248e-05,
"loss": 1.3627,
"step": 40
},
{
"epoch": 0.37272727272727274,
"grad_norm": 0.23670072853565216,
"learning_rate": 8.426519384872733e-06,
"loss": 1.3985,
"step": 41
},
{
"epoch": 0.38181818181818183,
"grad_norm": 0.2668602466583252,
"learning_rate": 6.698729810778065e-06,
"loss": 1.4415,
"step": 42
},
{
"epoch": 0.39090909090909093,
"grad_norm": 0.2617162764072418,
"learning_rate": 5.156362923365588e-06,
"loss": 1.4121,
"step": 43
},
{
"epoch": 0.4,
"grad_norm": 0.2912660241127014,
"learning_rate": 3.8060233744356633e-06,
"loss": 1.4957,
"step": 44
},
{
"epoch": 0.4090909090909091,
"grad_norm": 0.31733399629592896,
"learning_rate": 2.653493525244721e-06,
"loss": 1.3998,
"step": 45
},
{
"epoch": 0.41818181818181815,
"grad_norm": 0.3562355935573578,
"learning_rate": 1.70370868554659e-06,
"loss": 1.3615,
"step": 46
},
{
"epoch": 0.42727272727272725,
"grad_norm": 0.3990439474582672,
"learning_rate": 9.607359798384785e-07,
"loss": 1.3774,
"step": 47
},
{
"epoch": 0.43636363636363634,
"grad_norm": 0.4939119517803192,
"learning_rate": 4.277569313094809e-07,
"loss": 1.4047,
"step": 48
},
{
"epoch": 0.44545454545454544,
"grad_norm": 0.6996358036994934,
"learning_rate": 1.0705383806982606e-07,
"loss": 1.2233,
"step": 49
},
{
"epoch": 0.45454545454545453,
"grad_norm": 1.5292341709136963,
"learning_rate": 0.0,
"loss": 1.4825,
"step": 50
},
{
"epoch": 0.45454545454545453,
"eval_loss": 1.328393816947937,
"eval_runtime": 52.3704,
"eval_samples_per_second": 14.149,
"eval_steps_per_second": 1.776,
"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": 6.01284422028755e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}