eeeebbb2's picture
Training in progress, step 25, checkpoint
4750bd1 verified
raw
history blame
5.72 kB
{
"best_metric": 0.0019476765301078558,
"best_model_checkpoint": "miner_id_24/checkpoint-25",
"epoch": 0.5979073243647235,
"eval_steps": 25,
"global_step": 25,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.02391629297458894,
"grad_norm": 0.8342862725257874,
"learning_rate": 5e-05,
"loss": 0.151,
"step": 1
},
{
"epoch": 0.02391629297458894,
"eval_loss": 0.3206508159637451,
"eval_runtime": 5.0018,
"eval_samples_per_second": 9.996,
"eval_steps_per_second": 2.599,
"step": 1
},
{
"epoch": 0.04783258594917788,
"grad_norm": 1.0358092784881592,
"learning_rate": 0.0001,
"loss": 0.1876,
"step": 2
},
{
"epoch": 0.07174887892376682,
"grad_norm": 0.9988421201705933,
"learning_rate": 9.990365154573717e-05,
"loss": 0.1574,
"step": 3
},
{
"epoch": 0.09566517189835576,
"grad_norm": 0.40356796979904175,
"learning_rate": 9.961501876182148e-05,
"loss": 0.0344,
"step": 4
},
{
"epoch": 0.11958146487294469,
"grad_norm": 0.4616738557815552,
"learning_rate": 9.913533761814537e-05,
"loss": 0.0295,
"step": 5
},
{
"epoch": 0.14349775784753363,
"grad_norm": 0.2594583034515381,
"learning_rate": 9.846666218300807e-05,
"loss": 0.017,
"step": 6
},
{
"epoch": 0.16741405082212257,
"grad_norm": 0.20972101390361786,
"learning_rate": 9.761185582727977e-05,
"loss": 0.0138,
"step": 7
},
{
"epoch": 0.19133034379671152,
"grad_norm": 0.23585247993469238,
"learning_rate": 9.657457896300791e-05,
"loss": 0.0162,
"step": 8
},
{
"epoch": 0.21524663677130046,
"grad_norm": 0.2117353081703186,
"learning_rate": 9.535927336897098e-05,
"loss": 0.0104,
"step": 9
},
{
"epoch": 0.23916292974588937,
"grad_norm": 0.2045036405324936,
"learning_rate": 9.397114317029975e-05,
"loss": 0.0143,
"step": 10
},
{
"epoch": 0.26307922272047835,
"grad_norm": 0.14103253185749054,
"learning_rate": 9.241613255361455e-05,
"loss": 0.0282,
"step": 11
},
{
"epoch": 0.28699551569506726,
"grad_norm": 0.11386289447546005,
"learning_rate": 9.070090031310558e-05,
"loss": 0.0074,
"step": 12
},
{
"epoch": 0.3109118086696562,
"grad_norm": 0.11132951080799103,
"learning_rate": 8.883279133655399e-05,
"loss": 0.0082,
"step": 13
},
{
"epoch": 0.33482810164424515,
"grad_norm": 0.0779055580496788,
"learning_rate": 8.681980515339464e-05,
"loss": 0.0056,
"step": 14
},
{
"epoch": 0.35874439461883406,
"grad_norm": 0.08194252848625183,
"learning_rate": 8.467056167950311e-05,
"loss": 0.0044,
"step": 15
},
{
"epoch": 0.38266068759342303,
"grad_norm": 0.09063728153705597,
"learning_rate": 8.239426430539243e-05,
"loss": 0.005,
"step": 16
},
{
"epoch": 0.40657698056801195,
"grad_norm": 0.07385275512933731,
"learning_rate": 8.000066048588211e-05,
"loss": 0.0028,
"step": 17
},
{
"epoch": 0.4304932735426009,
"grad_norm": 0.05866006389260292,
"learning_rate": 7.75e-05,
"loss": 0.0022,
"step": 18
},
{
"epoch": 0.45440956651718983,
"grad_norm": 0.0739208534359932,
"learning_rate": 7.490299105985507e-05,
"loss": 0.0016,
"step": 19
},
{
"epoch": 0.47832585949177875,
"grad_norm": 0.09625879675149918,
"learning_rate": 7.222075445642904e-05,
"loss": 0.0036,
"step": 20
},
{
"epoch": 0.5022421524663677,
"grad_norm": 0.08272045105695724,
"learning_rate": 6.946477593864228e-05,
"loss": 0.0114,
"step": 21
},
{
"epoch": 0.5261584454409567,
"grad_norm": 0.029296347871422768,
"learning_rate": 6.664685702961344e-05,
"loss": 0.0017,
"step": 22
},
{
"epoch": 0.5500747384155455,
"grad_norm": 0.04417581856250763,
"learning_rate": 6.377906449072578e-05,
"loss": 0.0021,
"step": 23
},
{
"epoch": 0.5739910313901345,
"grad_norm": 0.05239644646644592,
"learning_rate": 6.087367864990233e-05,
"loss": 0.0026,
"step": 24
},
{
"epoch": 0.5979073243647235,
"grad_norm": 0.03702784329652786,
"learning_rate": 5.794314081535644e-05,
"loss": 0.0013,
"step": 25
},
{
"epoch": 0.5979073243647235,
"eval_loss": 0.0019476765301078558,
"eval_runtime": 5.0938,
"eval_samples_per_second": 9.816,
"eval_steps_per_second": 2.552,
"step": 25
}
],
"logging_steps": 1,
"max_steps": 50,
"num_input_tokens_seen": 0,
"num_train_epochs": 2,
"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": 3.1567025970715034e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}