sphobert-hsd-span / checkpoint-1575 /trainer_state.json
AnnyNguyen's picture
Upload checkpoint-1575/trainer_state.json with huggingface_hub
c03c753 verified
{
"best_global_step": 1575,
"best_metric": 0.8452020201894255,
"best_model_checkpoint": "outputs/runs/sphobert/checkpoint-1575",
"epoch": 5.0,
"eval_steps": 500,
"global_step": 1575,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.9968253968253968,
"grad_norm": 4.4746994972229,
"learning_rate": 4.999432333543028e-06,
"loss": 0.4633,
"step": 314
},
{
"epoch": 1.0,
"eval_accuracy": 0.8233950595593661,
"eval_f1": 0.7992430278973932,
"eval_loss": 0.4047755002975464,
"eval_precision": 0.8521274532019316,
"eval_recall": 0.7851048448779885,
"eval_runtime": 1.5348,
"eval_samples_per_second": 847.654,
"eval_steps_per_second": 26.713,
"step": 315
},
{
"epoch": 1.9936507936507937,
"grad_norm": 2.1845901012420654,
"learning_rate": 4.996525669931999e-06,
"loss": 0.3461,
"step": 628
},
{
"epoch": 2.0,
"eval_accuracy": 0.8420534804455533,
"eval_f1": 0.825405083598618,
"eval_loss": 0.34594863653182983,
"eval_precision": 0.8560844508304751,
"eval_recall": 0.813301930329429,
"eval_runtime": 1.5372,
"eval_samples_per_second": 846.329,
"eval_steps_per_second": 26.671,
"step": 630
},
{
"epoch": 2.9904761904761905,
"grad_norm": 2.120676279067993,
"learning_rate": 4.991155236893945e-06,
"loss": 0.3145,
"step": 942
},
{
"epoch": 3.0,
"eval_accuracy": 0.8524719772304016,
"eval_f1": 0.8422043732271984,
"eval_loss": 0.34118857979774475,
"eval_precision": 0.851065665145718,
"eval_recall": 0.8364035188605563,
"eval_runtime": 1.5397,
"eval_samples_per_second": 844.949,
"eval_steps_per_second": 26.628,
"step": 945
},
{
"epoch": 3.9873015873015873,
"grad_norm": 5.287633419036865,
"learning_rate": 4.983326334397891e-06,
"loss": 0.301,
"step": 1256
},
{
"epoch": 4.0,
"eval_accuracy": 0.8538423697248674,
"eval_f1": 0.8395289220361154,
"eval_loss": 0.35064205527305603,
"eval_precision": 0.8658287567394525,
"eval_recall": 0.8279657242760721,
"eval_runtime": 1.5395,
"eval_samples_per_second": 845.053,
"eval_steps_per_second": 26.631,
"step": 1260
},
{
"epoch": 4.984126984126984,
"grad_norm": 6.363493919372559,
"learning_rate": 4.97304668862541e-06,
"loss": 0.2943,
"step": 1570
},
{
"epoch": 5.0,
"eval_accuracy": 0.8534207104958009,
"eval_f1": 0.8452020201894255,
"eval_loss": 0.32883313298225403,
"eval_precision": 0.8478162573880959,
"eval_recall": 0.8429894034548278,
"eval_runtime": 1.5385,
"eval_samples_per_second": 845.638,
"eval_steps_per_second": 26.65,
"step": 1575
}
],
"logging_steps": 314,
"max_steps": 31500,
"num_input_tokens_seen": 0,
"num_train_epochs": 100,
"save_steps": 500,
"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": 1645189704599040.0,
"train_batch_size": 32,
"trial_name": null,
"trial_params": null
}