SentinelAI-Filter-ONNX / training_log.json
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{
"experiment_id": "bert_dual_head_20260213_060359",
"config": {
"model_name": "bert-base-uncased",
"num_category_classes": 7,
"num_severity_classes": 4,
"batch_size": 16,
"learning_rate": 0.0003,
"num_epochs": 3,
"max_length": 128,
"lora_r": 8,
"lora_alpha": 16,
"lora_dropout": 0.1,
"seed": 42
},
"device": "cuda",
"epochs": [
{
"epoch": 1,
"train_loss": 2.1082094073295594,
"val_loss": 1.4672169902107932,
"val_category_acc": 0.6914285714285714,
"val_severity_acc": 0.7457142857142857
},
{
"epoch": 2,
"train_loss": 1.4187353157997131,
"val_loss": 1.252626198259267,
"val_category_acc": 0.7628571428571429,
"val_severity_acc": 0.7771428571428571
},
{
"epoch": 3,
"train_loss": 1.2215006688662937,
"val_loss": 1.1916442256082187,
"val_category_acc": 0.7628571428571429,
"val_severity_acc": 0.7828571428571428
}
],
"final_test_metrics": {
"loss": 1.1840462291782552,
"category_accuracy": 0.7628571428571429,
"severity_accuracy": 0.7828571428571428
}
}