zzli2022/Awesome-System2-Reasoning-LLM resource

Health v2 · maintenance only

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1353 stars · 80 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated awesome-list tracking the latest advances in System-2 reasoning for large language models, accompanying a survey paper on reasoning LLMs. It organizes papers, projects, and benchmarks across topics like o1 replication, process reward models, MCTS, reinforcement learning, and self-improvement.

Use cases

• find papers on system-2 reasoning in LLMs
• track o1 and o3 replication projects
• research process reward models and MCTS for reasoning
• find benchmarks for evaluating reasoning LLMs
• survey reinforcement learning methods for LLM reasoning
• keep up with slow-fast reasoning research

When to choose

• you need a curated, up-to-date reading list on reasoning LLMs
• you are writing a survey or literature review on LLM reasoning
• you want to discover open-source o1-style reasoning model reproductions

When to avoid

• you need runnable software or code, not a paper list
• you want a single tool rather than a collection of resources
• you need non-reasoning-related LLM topics

Facets

learning-resource · maturity active

machine-learning llm-training benchmarking large-language-models artificial-intelligence tutorials awesome-lists python awesome-list reasoning-llm system-2-reasoning survey-paper mcts process-reward-models reinforcement-learning o1-replication chain-of-thought

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markdown · JSON · MCP: product_card(name="zzli2022/Awesome-System2-Reasoning-LLM")