eeeebbb2's picture
Training in progress, step 50, checkpoint
f93ad8a verified
{
"best_metric": 0.28254151344299316,
"best_model_checkpoint": "miner_id_24/checkpoint-25",
"epoch": 0.32679738562091504,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.006535947712418301,
"grad_norm": 81.04505920410156,
"learning_rate": 5e-05,
"loss": 11.1064,
"step": 1
},
{
"epoch": 0.006535947712418301,
"eval_loss": 10.93410873413086,
"eval_runtime": 3.9389,
"eval_samples_per_second": 12.694,
"eval_steps_per_second": 3.3,
"step": 1
},
{
"epoch": 0.013071895424836602,
"grad_norm": 84.43704986572266,
"learning_rate": 0.0001,
"loss": 10.7929,
"step": 2
},
{
"epoch": 0.0196078431372549,
"grad_norm": 51.297943115234375,
"learning_rate": 9.990365154573717e-05,
"loss": 6.2038,
"step": 3
},
{
"epoch": 0.026143790849673203,
"grad_norm": 38.199363708496094,
"learning_rate": 9.961501876182148e-05,
"loss": 2.0512,
"step": 4
},
{
"epoch": 0.032679738562091505,
"grad_norm": 25.375030517578125,
"learning_rate": 9.913533761814537e-05,
"loss": 1.3986,
"step": 5
},
{
"epoch": 0.0392156862745098,
"grad_norm": 25.622278213500977,
"learning_rate": 9.846666218300807e-05,
"loss": 1.3294,
"step": 6
},
{
"epoch": 0.0457516339869281,
"grad_norm": 11.487774848937988,
"learning_rate": 9.761185582727977e-05,
"loss": 0.5629,
"step": 7
},
{
"epoch": 0.05228758169934641,
"grad_norm": 14.262380599975586,
"learning_rate": 9.657457896300791e-05,
"loss": 0.9633,
"step": 8
},
{
"epoch": 0.058823529411764705,
"grad_norm": 12.048569679260254,
"learning_rate": 9.535927336897098e-05,
"loss": 0.7031,
"step": 9
},
{
"epoch": 0.06535947712418301,
"grad_norm": 13.704314231872559,
"learning_rate": 9.397114317029975e-05,
"loss": 0.5484,
"step": 10
},
{
"epoch": 0.0718954248366013,
"grad_norm": 9.657209396362305,
"learning_rate": 9.241613255361455e-05,
"loss": 0.4793,
"step": 11
},
{
"epoch": 0.0784313725490196,
"grad_norm": 5.514215469360352,
"learning_rate": 9.070090031310558e-05,
"loss": 0.4715,
"step": 12
},
{
"epoch": 0.08496732026143791,
"grad_norm": 4.0377116203308105,
"learning_rate": 8.883279133655399e-05,
"loss": 0.422,
"step": 13
},
{
"epoch": 0.0915032679738562,
"grad_norm": 7.226027965545654,
"learning_rate": 8.681980515339464e-05,
"loss": 0.4152,
"step": 14
},
{
"epoch": 0.09803921568627451,
"grad_norm": 5.052182674407959,
"learning_rate": 8.467056167950311e-05,
"loss": 0.4001,
"step": 15
},
{
"epoch": 0.10457516339869281,
"grad_norm": 2.393721103668213,
"learning_rate": 8.239426430539243e-05,
"loss": 0.3588,
"step": 16
},
{
"epoch": 0.1111111111111111,
"grad_norm": 5.823914051055908,
"learning_rate": 8.000066048588211e-05,
"loss": 0.4459,
"step": 17
},
{
"epoch": 0.11764705882352941,
"grad_norm": 3.734591245651245,
"learning_rate": 7.75e-05,
"loss": 0.3655,
"step": 18
},
{
"epoch": 0.12418300653594772,
"grad_norm": 4.15626859664917,
"learning_rate": 7.490299105985507e-05,
"loss": 0.4,
"step": 19
},
{
"epoch": 0.13071895424836602,
"grad_norm": 3.9641897678375244,
"learning_rate": 7.222075445642904e-05,
"loss": 0.4168,
"step": 20
},
{
"epoch": 0.13725490196078433,
"grad_norm": 3.6173903942108154,
"learning_rate": 6.946477593864228e-05,
"loss": 0.4026,
"step": 21
},
{
"epoch": 0.1437908496732026,
"grad_norm": 2.8172080516815186,
"learning_rate": 6.664685702961344e-05,
"loss": 0.361,
"step": 22
},
{
"epoch": 0.1503267973856209,
"grad_norm": 4.506333827972412,
"learning_rate": 6.377906449072578e-05,
"loss": 0.4224,
"step": 23
},
{
"epoch": 0.1568627450980392,
"grad_norm": 2.879072904586792,
"learning_rate": 6.087367864990233e-05,
"loss": 0.4037,
"step": 24
},
{
"epoch": 0.16339869281045752,
"grad_norm": 2.7367208003997803,
"learning_rate": 5.794314081535644e-05,
"loss": 0.4145,
"step": 25
},
{
"epoch": 0.16339869281045752,
"eval_loss": 0.28254151344299316,
"eval_runtime": 4.0024,
"eval_samples_per_second": 12.492,
"eval_steps_per_second": 3.248,
"step": 25
},
{
"epoch": 0.16993464052287582,
"grad_norm": 1.602662205696106,
"learning_rate": 5.500000000000001e-05,
"loss": 0.3057,
"step": 26
},
{
"epoch": 0.17647058823529413,
"grad_norm": 1.589160680770874,
"learning_rate": 5.205685918464356e-05,
"loss": 0.319,
"step": 27
},
{
"epoch": 0.1830065359477124,
"grad_norm": 2.4900217056274414,
"learning_rate": 4.912632135009769e-05,
"loss": 0.241,
"step": 28
},
{
"epoch": 0.1895424836601307,
"grad_norm": 1.270291805267334,
"learning_rate": 4.6220935509274235e-05,
"loss": 0.2711,
"step": 29
},
{
"epoch": 0.19607843137254902,
"grad_norm": 2.1127798557281494,
"learning_rate": 4.3353142970386564e-05,
"loss": 0.2638,
"step": 30
},
{
"epoch": 0.20261437908496732,
"grad_norm": 2.7198941707611084,
"learning_rate": 4.053522406135775e-05,
"loss": 0.3523,
"step": 31
},
{
"epoch": 0.20915032679738563,
"grad_norm": 3.0281879901885986,
"learning_rate": 3.777924554357096e-05,
"loss": 0.4,
"step": 32
},
{
"epoch": 0.21568627450980393,
"grad_norm": 2.0487160682678223,
"learning_rate": 3.509700894014496e-05,
"loss": 0.3356,
"step": 33
},
{
"epoch": 0.2222222222222222,
"grad_norm": 2.616393804550171,
"learning_rate": 3.250000000000001e-05,
"loss": 0.3093,
"step": 34
},
{
"epoch": 0.22875816993464052,
"grad_norm": 2.027432918548584,
"learning_rate": 2.9999339514117912e-05,
"loss": 0.2994,
"step": 35
},
{
"epoch": 0.23529411764705882,
"grad_norm": 1.4597184658050537,
"learning_rate": 2.760573569460757e-05,
"loss": 0.2981,
"step": 36
},
{
"epoch": 0.24183006535947713,
"grad_norm": 0.7803646326065063,
"learning_rate": 2.53294383204969e-05,
"loss": 0.3038,
"step": 37
},
{
"epoch": 0.24836601307189543,
"grad_norm": 1.935690999031067,
"learning_rate": 2.3180194846605367e-05,
"loss": 0.3237,
"step": 38
},
{
"epoch": 0.2549019607843137,
"grad_norm": 2.474318265914917,
"learning_rate": 2.1167208663446025e-05,
"loss": 0.2763,
"step": 39
},
{
"epoch": 0.26143790849673204,
"grad_norm": 2.2222399711608887,
"learning_rate": 1.9299099686894423e-05,
"loss": 0.2458,
"step": 40
},
{
"epoch": 0.2679738562091503,
"grad_norm": 2.2565555572509766,
"learning_rate": 1.758386744638546e-05,
"loss": 0.2784,
"step": 41
},
{
"epoch": 0.27450980392156865,
"grad_norm": 1.7884281873703003,
"learning_rate": 1.602885682970026e-05,
"loss": 0.3071,
"step": 42
},
{
"epoch": 0.28104575163398693,
"grad_norm": 1.1541043519973755,
"learning_rate": 1.464072663102903e-05,
"loss": 0.2965,
"step": 43
},
{
"epoch": 0.2875816993464052,
"grad_norm": 1.7841823101043701,
"learning_rate": 1.3425421036992098e-05,
"loss": 0.2844,
"step": 44
},
{
"epoch": 0.29411764705882354,
"grad_norm": 3.4865846633911133,
"learning_rate": 1.2388144172720251e-05,
"loss": 0.3227,
"step": 45
},
{
"epoch": 0.3006535947712418,
"grad_norm": 2.5097360610961914,
"learning_rate": 1.1533337816991932e-05,
"loss": 0.3135,
"step": 46
},
{
"epoch": 0.30718954248366015,
"grad_norm": 1.5082900524139404,
"learning_rate": 1.0864662381854632e-05,
"loss": 0.2822,
"step": 47
},
{
"epoch": 0.3137254901960784,
"grad_norm": 1.5687335729599,
"learning_rate": 1.0384981238178534e-05,
"loss": 0.3099,
"step": 48
},
{
"epoch": 0.3202614379084967,
"grad_norm": 0.6072501540184021,
"learning_rate": 1.0096348454262845e-05,
"loss": 0.2671,
"step": 49
},
{
"epoch": 0.32679738562091504,
"grad_norm": 0.7342411279678345,
"learning_rate": 1e-05,
"loss": 0.3171,
"step": 50
},
{
"epoch": 0.32679738562091504,
"eval_loss": 0.29997187852859497,
"eval_runtime": 4.0194,
"eval_samples_per_second": 12.44,
"eval_steps_per_second": 3.234,
"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": 1
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 6.174479344467968e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}