LLMのプロンプト技術まとめ
概要
- 様々なプロンプトエンジニアリングの手法をまとめた記事。けっこう網羅生高いように思った。
- Zero-shot prompting
- Few-shot prompting
- Chain of Thoughts(CoT)
- Few-shot Chain of Thoughts
- Zero-shot Chain of Thoughts (step by step)
- Tree of Thoughts(ToT)
- Algorithm of Thoughts(AoT)
- Graph of Thoughts(GoT)
- Self-translate
- Take a Deep Breath
- Take a Step Back
- Automatic Prompt Engineer
- Chain of Verification(CoVe)
- Metacognitive Prompting(MP)
- Self-Consistency
- Generated Knowledge Prompting
- EchoPrompt
- Chain of density(CoD)
- Inferential Exclusion Prompting(IEP)