eeeebbb2's picture
Training in progress, step 25, checkpoint
fb8dfc4 verified
raw
history blame
5.7 kB
{
"best_metric": 0.33393481373786926,
"best_model_checkpoint": "miner_id_24/checkpoint-25",
"epoch": 0.01778845084828675,
"eval_steps": 25,
"global_step": 25,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.00071153803393147,
"grad_norm": 4.15134859085083,
"learning_rate": 5e-05,
"loss": 3.1572,
"step": 1
},
{
"epoch": 0.00071153803393147,
"eval_loss": 4.378438949584961,
"eval_runtime": 3.4295,
"eval_samples_per_second": 14.579,
"eval_steps_per_second": 3.791,
"step": 1
},
{
"epoch": 0.00142307606786294,
"grad_norm": 4.170166969299316,
"learning_rate": 0.0001,
"loss": 3.5344,
"step": 2
},
{
"epoch": 0.00213461410179441,
"grad_norm": 3.9985992908477783,
"learning_rate": 9.990365154573717e-05,
"loss": 3.525,
"step": 3
},
{
"epoch": 0.00284615213572588,
"grad_norm": 3.6105992794036865,
"learning_rate": 9.961501876182148e-05,
"loss": 2.8142,
"step": 4
},
{
"epoch": 0.00355769016965735,
"grad_norm": 5.007969379425049,
"learning_rate": 9.913533761814537e-05,
"loss": 2.1902,
"step": 5
},
{
"epoch": 0.00426922820358882,
"grad_norm": 3.7518584728240967,
"learning_rate": 9.846666218300807e-05,
"loss": 1.5608,
"step": 6
},
{
"epoch": 0.00498076623752029,
"grad_norm": 3.1341824531555176,
"learning_rate": 9.761185582727977e-05,
"loss": 1.1253,
"step": 7
},
{
"epoch": 0.00569230427145176,
"grad_norm": 2.485367774963379,
"learning_rate": 9.657457896300791e-05,
"loss": 0.8497,
"step": 8
},
{
"epoch": 0.00640384230538323,
"grad_norm": 2.4227840900421143,
"learning_rate": 9.535927336897098e-05,
"loss": 0.6076,
"step": 9
},
{
"epoch": 0.0071153803393147,
"grad_norm": 2.9558370113372803,
"learning_rate": 9.397114317029975e-05,
"loss": 0.4456,
"step": 10
},
{
"epoch": 0.00782691837324617,
"grad_norm": 2.320117950439453,
"learning_rate": 9.241613255361455e-05,
"loss": 0.4223,
"step": 11
},
{
"epoch": 0.00853845640717764,
"grad_norm": 2.1507346630096436,
"learning_rate": 9.070090031310558e-05,
"loss": 0.3642,
"step": 12
},
{
"epoch": 0.00924999444110911,
"grad_norm": 3.829542875289917,
"learning_rate": 8.883279133655399e-05,
"loss": 0.9195,
"step": 13
},
{
"epoch": 0.00996153247504058,
"grad_norm": 2.7810795307159424,
"learning_rate": 8.681980515339464e-05,
"loss": 0.6957,
"step": 14
},
{
"epoch": 0.01067307050897205,
"grad_norm": 3.1059398651123047,
"learning_rate": 8.467056167950311e-05,
"loss": 0.543,
"step": 15
},
{
"epoch": 0.01138460854290352,
"grad_norm": 2.7258763313293457,
"learning_rate": 8.239426430539243e-05,
"loss": 0.4601,
"step": 16
},
{
"epoch": 0.01209614657683499,
"grad_norm": 1.5909277200698853,
"learning_rate": 8.000066048588211e-05,
"loss": 0.3518,
"step": 17
},
{
"epoch": 0.01280768461076646,
"grad_norm": 0.9435157179832458,
"learning_rate": 7.75e-05,
"loss": 0.2869,
"step": 18
},
{
"epoch": 0.01351922264469793,
"grad_norm": 1.1259710788726807,
"learning_rate": 7.490299105985507e-05,
"loss": 0.2478,
"step": 19
},
{
"epoch": 0.0142307606786294,
"grad_norm": 0.6966629028320312,
"learning_rate": 7.222075445642904e-05,
"loss": 0.1902,
"step": 20
},
{
"epoch": 0.01494229871256087,
"grad_norm": 1.0074700117111206,
"learning_rate": 6.946477593864228e-05,
"loss": 0.1921,
"step": 21
},
{
"epoch": 0.01565383674649234,
"grad_norm": 0.9900541305541992,
"learning_rate": 6.664685702961344e-05,
"loss": 0.1861,
"step": 22
},
{
"epoch": 0.01636537478042381,
"grad_norm": 0.6567324995994568,
"learning_rate": 6.377906449072578e-05,
"loss": 0.1719,
"step": 23
},
{
"epoch": 0.01707691281435528,
"grad_norm": 0.8026172518730164,
"learning_rate": 6.087367864990233e-05,
"loss": 0.1451,
"step": 24
},
{
"epoch": 0.01778845084828675,
"grad_norm": 0.9177777767181396,
"learning_rate": 5.794314081535644e-05,
"loss": 0.1415,
"step": 25
},
{
"epoch": 0.01778845084828675,
"eval_loss": 0.33393481373786926,
"eval_runtime": 3.4972,
"eval_samples_per_second": 14.297,
"eval_steps_per_second": 3.717,
"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": 1,
"trial_name": null,
"trial_params": null
}