training_meta.json

{
  "model_name": "cl-tohoku/bert-large-japanese-v2",
  "training_mode": "qlora",
  "num_labels": 10,
  "label_names": [
    "塩害",
    "凍害",
    "土砂化",
    "疲労",
    "鉄筋腐食",
    "ASR",
    "ボイド管浮き陥没",
    "滞水",
    "連結桁",
    "その他"
  ],
  "max_length": 512,
  "lora_r": 16,
  "lora_alpha": 32,
  "lora_target_modules": [
    "query",
    "key",
    "value",
    "dense"
  ],
  "eval_results": {
    "eval_loss": 0.2900317311286926,
    "eval_accuracy": 0.9391304347826087,
    "eval_f1_weighted": 0.9372702659659182,
    "eval_runtime": 3.5288,
    "eval_samples_per_second": 32.589,
    "eval_steps_per_second": 4.251,
    "epoch": 20.0
  }
}