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question-decomposition

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msmrexe / llm-math-reasoning-analysis

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An evaluation of prompting techniques (Zero-Shot CoT, Few-Shot, Self-Consistency) on the Mistral-7B model for mathematical reasoning. This project systematically benchmarks 7 distinct methods on the GSM8K dataset.

deep-learning university-project course-project zero-shot reasoning self-consistency few-shot majority-voting mathematical-reasoning huggingface-transformers large-language-models llm prompt-engineering chain-of-thought question-decomposition gsm8k chain-of-thought-reasoning llm-evaluation mistral-7b reasoning-language-models
  • Updated Nov 2, 2025
  • Python

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