eeeebbb2's picture
Training in progress, step 25, checkpoint
692f140 verified
raw
history blame
5.71 kB
{
"best_metric": 0.10687629878520966,
"best_model_checkpoint": "miner_id_24/checkpoint-25",
"epoch": 0.4333694474539545,
"eval_steps": 25,
"global_step": 25,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.01733477789815818,
"grad_norm": 1.1709370613098145,
"learning_rate": 5e-05,
"loss": 0.2777,
"step": 1
},
{
"epoch": 0.01733477789815818,
"eval_loss": 0.9326940774917603,
"eval_runtime": 3.8155,
"eval_samples_per_second": 13.105,
"eval_steps_per_second": 3.407,
"step": 1
},
{
"epoch": 0.03466955579631636,
"grad_norm": 2.190261125564575,
"learning_rate": 0.0001,
"loss": 0.4933,
"step": 2
},
{
"epoch": 0.05200433369447454,
"grad_norm": 2.1287896633148193,
"learning_rate": 9.990365154573717e-05,
"loss": 0.4731,
"step": 3
},
{
"epoch": 0.06933911159263272,
"grad_norm": 1.1221868991851807,
"learning_rate": 9.961501876182148e-05,
"loss": 0.1852,
"step": 4
},
{
"epoch": 0.0866738894907909,
"grad_norm": 0.45097607374191284,
"learning_rate": 9.913533761814537e-05,
"loss": 0.101,
"step": 5
},
{
"epoch": 0.10400866738894908,
"grad_norm": 0.40417975187301636,
"learning_rate": 9.846666218300807e-05,
"loss": 0.0906,
"step": 6
},
{
"epoch": 0.12134344528710726,
"grad_norm": 0.2923962473869324,
"learning_rate": 9.761185582727977e-05,
"loss": 0.0912,
"step": 7
},
{
"epoch": 0.13867822318526543,
"grad_norm": 0.3543075919151306,
"learning_rate": 9.657457896300791e-05,
"loss": 0.097,
"step": 8
},
{
"epoch": 0.1560130010834236,
"grad_norm": 0.32288411259651184,
"learning_rate": 9.535927336897098e-05,
"loss": 0.1074,
"step": 9
},
{
"epoch": 0.1733477789815818,
"grad_norm": 0.23518748581409454,
"learning_rate": 9.397114317029975e-05,
"loss": 0.1114,
"step": 10
},
{
"epoch": 0.19068255687973998,
"grad_norm": 0.2938070297241211,
"learning_rate": 9.241613255361455e-05,
"loss": 0.1206,
"step": 11
},
{
"epoch": 0.20801733477789816,
"grad_norm": 0.36567267775535583,
"learning_rate": 9.070090031310558e-05,
"loss": 0.1452,
"step": 12
},
{
"epoch": 0.22535211267605634,
"grad_norm": 0.18887048959732056,
"learning_rate": 8.883279133655399e-05,
"loss": 0.0555,
"step": 13
},
{
"epoch": 0.24268689057421453,
"grad_norm": 0.19256988167762756,
"learning_rate": 8.681980515339464e-05,
"loss": 0.0435,
"step": 14
},
{
"epoch": 0.2600216684723727,
"grad_norm": 0.20813193917274475,
"learning_rate": 8.467056167950311e-05,
"loss": 0.054,
"step": 15
},
{
"epoch": 0.27735644637053086,
"grad_norm": 0.30661728978157043,
"learning_rate": 8.239426430539243e-05,
"loss": 0.0655,
"step": 16
},
{
"epoch": 0.29469122426868904,
"grad_norm": 0.2554875910282135,
"learning_rate": 8.000066048588211e-05,
"loss": 0.0658,
"step": 17
},
{
"epoch": 0.3120260021668472,
"grad_norm": 0.19838938117027283,
"learning_rate": 7.75e-05,
"loss": 0.0707,
"step": 18
},
{
"epoch": 0.3293607800650054,
"grad_norm": 0.22489877045154572,
"learning_rate": 7.490299105985507e-05,
"loss": 0.0779,
"step": 19
},
{
"epoch": 0.3466955579631636,
"grad_norm": 0.26527872681617737,
"learning_rate": 7.222075445642904e-05,
"loss": 0.0898,
"step": 20
},
{
"epoch": 0.3640303358613218,
"grad_norm": 0.23718084394931793,
"learning_rate": 6.946477593864228e-05,
"loss": 0.0846,
"step": 21
},
{
"epoch": 0.38136511375947996,
"grad_norm": 0.329249769449234,
"learning_rate": 6.664685702961344e-05,
"loss": 0.0866,
"step": 22
},
{
"epoch": 0.39869989165763814,
"grad_norm": 0.2758727967739105,
"learning_rate": 6.377906449072578e-05,
"loss": 0.1015,
"step": 23
},
{
"epoch": 0.4160346695557963,
"grad_norm": 0.39751315116882324,
"learning_rate": 6.087367864990233e-05,
"loss": 0.1253,
"step": 24
},
{
"epoch": 0.4333694474539545,
"grad_norm": 0.4145531952381134,
"learning_rate": 5.794314081535644e-05,
"loss": 0.1512,
"step": 25
},
{
"epoch": 0.4333694474539545,
"eval_loss": 0.10687629878520966,
"eval_runtime": 3.472,
"eval_samples_per_second": 14.401,
"eval_steps_per_second": 3.744,
"step": 25
}
],
"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": false
},
"attributes": {}
}
},
"total_flos": 2.984041808658432e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}