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19, Jun 2025
Paper Without Code

Paper Without Code

A working code is worth a thousand words, so let LLM do it for you! “Paper without code” is an AI project to provide prototype implementations for classic and trending AI papers by using LLM code generation.

Tag: Reasoning

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11 min read 0
  • AI
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Let’s Verify Step by Step (must-read to build OpenAI o1)

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  • September 21, 2024
Hunter Lightman, Vineet Kosaraju, Yura Burda, Harri Edwards, Bowen Baker, Teddy Lee, Jan Leike, John Schulman, Ilya Sutskever, Karl Cobbe…
14 min read 0
  • AI
  • LLM

Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking (code of improved recursive CoT like in OpenAI o1)

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  • September 20, 2024
Eric Zelikman, Georges Harik, Yijia Shao, Varuna Jayasiri, Nick Haber, Noah D. Goodman Quiet-STaR represents a significant evolution of the…
17 min read 3
  • AI
  • LLM

Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning (Idea behind OpenAI o1)

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  • September 13, 2024
Chaojie Wang, Yanchen Deng, Zhiyi Lyu, Liang Zeng, Jujie He, Shuicheng Yan, Bo An The paper introduces Q*, a groundbreaking…
11 min read 0
  • AI
  • LLM

Self-Discover: Large Language Models Self-Compose Reasoning Structures

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  • September 9, 2024
Pei Zhou, Jay Pujara, Xiang Ren, Xinyun Chen, Heng-Tze Cheng, Quoc V. Le, Ed H. Chi, Denny Zhou, Swaroop Mishra,…

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