avsolatorio's picture
Training in progress, step 3000, checkpoint
c7f7551 verified
raw
history blame
3.18 kB
{
"best_metric": 0.05599680170416832,
"best_model_checkpoint": "doc-topic-model_eval-04_train-02/checkpoint-3000",
"epoch": 1.4792899408284024,
"eval_steps": 1000,
"global_step": 3000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.2465483234714004,
"grad_norm": 0.3822348415851593,
"learning_rate": 1.9950690335305722e-05,
"loss": 0.1664,
"step": 500
},
{
"epoch": 0.4930966469428008,
"grad_norm": 0.40402480959892273,
"learning_rate": 1.9901380670611442e-05,
"loss": 0.0944,
"step": 1000
},
{
"epoch": 0.4930966469428008,
"eval_accuracy": 0.981496987239155,
"eval_f1": 0.0,
"eval_loss": 0.08949843794107437,
"eval_precision": 0.0,
"eval_recall": 0.0,
"eval_runtime": 12.0575,
"eval_samples_per_second": 672.857,
"eval_steps_per_second": 2.654,
"step": 1000
},
{
"epoch": 0.7396449704142012,
"grad_norm": 0.385586678981781,
"learning_rate": 1.9852071005917162e-05,
"loss": 0.0863,
"step": 1500
},
{
"epoch": 0.9861932938856016,
"grad_norm": 0.3922920525074005,
"learning_rate": 1.980276134122288e-05,
"loss": 0.0769,
"step": 2000
},
{
"epoch": 0.9861932938856016,
"eval_accuracy": 0.981509738166785,
"eval_f1": 0.0013773050730736859,
"eval_loss": 0.0685219094157219,
"eval_precision": 1.0,
"eval_recall": 0.0006891271056661562,
"eval_runtime": 14.5319,
"eval_samples_per_second": 558.288,
"eval_steps_per_second": 2.202,
"step": 2000
},
{
"epoch": 1.232741617357002,
"grad_norm": 0.40515828132629395,
"learning_rate": 1.9753451676528602e-05,
"loss": 0.0677,
"step": 2500
},
{
"epoch": 1.4792899408284024,
"grad_norm": 0.3946343958377838,
"learning_rate": 1.9704142011834322e-05,
"loss": 0.0607,
"step": 3000
},
{
"epoch": 1.4792899408284024,
"eval_accuracy": 0.9822932118311607,
"eval_f1": 0.10664760543245175,
"eval_loss": 0.05599680170416832,
"eval_precision": 0.8021505376344086,
"eval_recall": 0.057120980091883614,
"eval_runtime": 14.3217,
"eval_samples_per_second": 566.482,
"eval_steps_per_second": 2.234,
"step": 3000
}
],
"logging_steps": 500,
"max_steps": 202800,
"num_input_tokens_seen": 0,
"num_train_epochs": 100,
"save_steps": 1000,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 5,
"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": 67737816965952.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}