Alternatives and similar repositories for cognitive-behaviors

Users that are interested in cognitive-behaviors are comparing it to the libraries listed below

• PRIME-RL / ImplicitPRM
  Repo of paper "Free Process Rewards without Process Labels"
  ☆167Updated 8 months ago
• GAIR-NLP / LIMR
  ☆213Updated 9 months ago
• eddycmu / demystify-long-cot
  ☆327Updated 6 months ago
• sail-sg / CPO
  [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.
  ☆132Updated 8 months ago
• cmu-l3 / l1
  L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning
  ☆257Updated 6 months ago
• CMU-AIRe / MRT
  Research Code for preprint "Optimizing Test-Time Compute via Meta Reinforcement Finetuning".
  ☆116Updated 4 months ago
• ruixin31 / Spurious_Rewards
  ☆344Updated 4 months ago
• QwenLM / ProcessBench
  Official repository for ACL 2025 paper "ProcessBench: Identifying Process Errors in Mathematical Reasoning"
  ☆179Updated 6 months ago
• TianHongZXY / RLVR-Decomposed
  [NeurIPS 2025] Implementation for the paper "The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning"
  ☆127Updated last month
• tongyx361 / Awesome-LLM4Math
  Curation of resources for LLM mathematical reasoning, most of which are screened by @tongyx361 to ensure high quality and accompanied wit…
  ☆145Updated last year
• hkust-nlp / dart-math
  [NeurIPS'24] Official code for *🎯DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving*
  ☆119Updated 11 months ago
• ZubinGou / math-evaluation-harness
  A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. 🧮✨
  ☆271Updated last year
• Zanette-Labs / efficient-reasoning
  ☆68Updated 7 months ago
• Edward-Sun / easy-to-hard
  Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision
  ☆124Updated last year
• YuxiXie / MCTS-DPO
  This is the repository that contains the source code for the Self-Evaluation Guided MCTS for online DPO.
  ☆327Updated last year
• GAIR-NLP / ToRL
  ☆316Updated 6 months ago
• TsinghuaC3I / MARTI
  A Framework for LLM-based Multi-Agent Reinforced Training and Inference
  ☆357Updated 2 weeks ago
• sail-sg / oat-zero
  A lightweight reproduction of DeepSeek-R1-Zero with indepth analysis of self-reflection behavior.
  ☆248Updated 7 months ago
• BytedTsinghua-SIA / Enigmata
  Resources for the Enigmata Project.
  ☆72Updated 3 months ago
• CJReinforce / PURE
  Official code for the paper, "Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning"
  ☆142Updated last month
• PKU-Alignment / aligner
  [NeurIPS 2024 Oral] Aligner: Efficient Alignment by Learning to Correct
  ☆190Updated 10 months ago
• WooooDyy / MathCritique
  Implementation for the research paper "Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision".
  ☆56Updated last year
• genrm-star / genrm-critiques
  GenRM-CoT: Data release for verification rationales
  ☆66Updated last year
• PRIME-RL / Entropy-Mechanism-of-RL
  The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.
  ☆390Updated 4 months ago
• multimodal-art-projection / KORGym
  ☆52Updated 6 months ago
• thu-wyz / inference_scaling
  ☆76Updated last year
• Joshua-Ren / Learning_dynamics_LLM
  ☆185Updated 6 months ago
• GAIR-NLP / OctoThinker
  Revisiting Mid-training in the Era of Reinforcement Learning Scaling
  ☆180Updated 4 months ago
• ElliottYan / LUFFY
  Official Repository of "Learning to Reason under Off-Policy Guidance"
  ☆380Updated 2 months ago
• zankner / CLoud
  Critique-out-Loud Reward Models
  ☆70Updated last year