Wiki cleanup: error-doc removal, dedup merge, link normalization
10_Wiki/Topics 대규모 정리: - 오류 캡처/미완성 stub 문서 227개 제거 - 교차폴더 중복 43클러스터 병합 (63파일 → redirect) - 링크명 정규화: 깨진 링크 수정·redirect 직결·개념 매핑 ~2,400건 - 카테고리 MOC 6개 신규 생성 - Graph 섹션 미해결 related-keyword 링크 10,058건 제거 Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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@@ -252,10 +252,10 @@ def eval_preference_accuracy(model, eval_set):
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**기본값**: DPO + LoRA (efficient) + UltraFeedback.
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## 🔗 Graph
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- 부모: [[LLM-Alignment]] · [[Fine-Tuning]] · [[Preference-Learning]]
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- 변형: [[ORPO]] · [[SimPO]] · [[KTO]] · [[IPO]] · [[CPO]]
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- 응용: [[TRL]] · [[Axolotl]] · [[Unsloth]] · [[Llama]]
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- Adjacent: [[RLHF]] · [[Constitutional-AI]] · [[Best-of-N_Sampling]] · [[Credit Assignment Problem]] · [[Cross-Entropy Loss]]
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- 부모: [[Fine-Tuning]] · [[Preference-Learning]]
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- 변형: [[ORPO]] · [[SimPO]] · [[KTO]] · [[IPO]]
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- 응용: [[Axolotl]] · [[Llama]]
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- Adjacent: [[RLHF]] · [[AI_Safety_and_Alignment|Constitutional-AI]] · [[Best-of-N_Sampling]] · [[Credit Assignment Problem]] · [[Cross-Entropy Loss]]
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## 🤖 LLM 활용
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**언제**: 매 LLM alignment. 매 customer-specific tone. 매 RLHF alternative. 매 fine-tune at scale.
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@@ -272,7 +272,7 @@ def eval_preference_accuracy(model, eval_set):
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## 🧪 검증 / 중복
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- Verified (Rafailov et al. 2023 DPO, ORPO 2024, KTO 2024).
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- 신뢰도 A.
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- Related: [[RLHF]] · [[Constitutional-AI]] · [[Best-of-N_Sampling]] · [[Credit Assignment Problem]] · [[Cross-Entropy Loss]].
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- Related: [[RLHF]] · [[AI_Safety_and_Alignment|Constitutional-AI]] · [[Best-of-N_Sampling]] · [[Credit Assignment Problem]] · [[Cross-Entropy Loss]].
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## 🕓 Changelog
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| 날짜 | 변경 |
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