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Chain of Thought and Instruction Fine-Tuning for Enhanced Language Model Performance

Chain of Thought and Instruction Fine-Tuning for Enhanced Language Model Performance

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Intro

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Chain of Thought and Instruction Fine-Tuning for Enhanced Language Model Performance

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  1. 1 Intro
  2. 2 CoT and Instruct FT
  3. 3 CoT Example data set
  4. 4 Instruct Fine-tuning data set
  5. 5 FlanT5 fine-tuned on CoT Collection data set
  6. 6 CoT + Instruct FT for logical reasoning
  7. 7 Tree of Thoughts ToT for advanced reasoning
  8. 8 ToT and human behavior simulation

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