README.md

metadata

pipeline_tag: text-classification
tags:
  - encoder
  - binary-classification
  - routing
  - ai-champs
base_model: intfloat/multilingual-e5-base

ai-champ: Question → A/B 라우팅 분류기

• 입력: question + [MODEL] {model_name}
• 라벨: score ≥ 4 → B(1), else A(0)
• 학습 데이터: HAERAE-HUB/ai-champs-train의 train/test 각각 10% 샘플
• 테스트 메트릭: {'eval_loss': 0.5179986953735352, 'eval_accuracy': 0.7566917950398776, 'eval_f1': 0.7842681391068488, 'eval_roc_auc': 0.8158790589102392, 'eval_runtime': 19.1572, 'eval_samples_per_second': 955.569, 'eval_steps_per_second': 7.517, 'epoch': 3.0}