syke9p3's picture
Upload 11 files
3da74c2 verified
{
"best_metric": 0.876997915218902,
"best_model_checkpoint": "bert-multilabel-tagalog-hate-speech-classifier/checkpoint-790",
"epoch": 5.0,
"eval_steps": 500,
"global_step": 790,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_accuracy": 0.4650793650793651,
"eval_f1": 0.6538124452234881,
"eval_loss": 0.2858085036277771,
"eval_roc_auc": 0.749062395824874,
"eval_runtime": 16.739,
"eval_samples_per_second": 37.637,
"eval_steps_per_second": 4.72,
"step": 158
},
{
"epoch": 2.0,
"eval_accuracy": 0.7285714285714285,
"eval_f1": 0.8368690563277249,
"eval_loss": 0.1806272566318512,
"eval_roc_auc": 0.8807496256986324,
"eval_runtime": 16.7646,
"eval_samples_per_second": 37.579,
"eval_steps_per_second": 4.712,
"step": 316
},
{
"epoch": 3.0,
"eval_accuracy": 0.7682539682539683,
"eval_f1": 0.8638631503920171,
"eval_loss": 0.14880089461803436,
"eval_roc_auc": 0.9036774632664203,
"eval_runtime": 17.0606,
"eval_samples_per_second": 36.927,
"eval_steps_per_second": 4.631,
"step": 474
},
{
"epoch": 3.1645569620253164,
"grad_norm": 1.8442691564559937,
"learning_rate": 7.341772151898735e-06,
"loss": 0.2518,
"step": 500
},
{
"epoch": 4.0,
"eval_accuracy": 0.7761904761904762,
"eval_f1": 0.8720848056537103,
"eval_loss": 0.14489033818244934,
"eval_roc_auc": 0.911037414882052,
"eval_runtime": 17.6671,
"eval_samples_per_second": 35.66,
"eval_steps_per_second": 4.472,
"step": 632
},
{
"epoch": 5.0,
"eval_accuracy": 0.780952380952381,
"eval_f1": 0.876997915218902,
"eval_loss": 0.13758358359336853,
"eval_roc_auc": 0.9189734563461635,
"eval_runtime": 17.8108,
"eval_samples_per_second": 35.372,
"eval_steps_per_second": 4.436,
"step": 790
}
],
"logging_steps": 500,
"max_steps": 790,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 414414795110400.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}