hemingkx / Awesome-Efficient-ReasoningLinks
Paper list for Efficient Reasoning.
☆608Updated this week
Alternatives and similar repositories for Awesome-Efficient-Reasoning
Users that are interested in Awesome-Efficient-Reasoning are comparing it to the libraries listed below
Sorting:
- [TMLR 2025] Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models☆574Updated this week
- Awesome-Long2short-on-LRMs is a collection of state-of-the-art, novel, exciting long2short methods on large reasoning models. It contains…☆244Updated last week
- 😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, Agent, and Beyond☆286Updated last week
- Awesome RL-based LLM Reasoning☆601Updated last month
- Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!☆69Updated 4 months ago
- Awesome RL Reasoning Recipes ("Triple R")☆797Updated last week
- ☆51Updated 2 months ago
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆153Updated last week
- Latest Advances on Long Chain-of-Thought Reasoning☆481Updated last month
- [arXiv 2025] Efficient Reasoning Models: A Survey☆258Updated this week
- 🔥 How to efficiently and effectively compress the CoTs or directly generate concise CoTs during inference while maintaining the reasonin…☆56Updated 3 months ago
- ☆261Updated last month
- awesome papers in LLM interpretability☆535Updated this week
- A series of technical report on Slow Thinking with LLM☆722Updated last week
- Paper List of Inference/Test Time Scaling/Computing☆294Updated last month
- Latest Advances on System-2 Reasoning☆1,224Updated 2 months ago
- ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search (NeurIPS 2024)☆660Updated 7 months ago
- Official Repository of "Learning to Reason under Off-Policy Guidance"☆282Updated last month
- A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. 🧮✨☆250Updated last year
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆296Updated last month
- TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆173Updated last month
- ☆349Updated last week
- ☆107Updated 2 months ago
- Official code for the paper, "Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning"☆133Updated last month
- AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models, ICLR 2025 (Outstanding Paper)☆308Updated last month
- ☆271Updated 3 months ago
- A Framework for LLM-based Multi-Agent Reinforced Training and Inference☆208Updated last week
- Implementation for "Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs"☆376Updated 7 months ago
- L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning☆248Updated 3 months ago
- An Awesome List of Agentic Model trained with Reinforcement Learning☆370Updated this week