hemingkx / Awesome-Efficient-ReasoningLinks
Paper list for Efficient Reasoning.
☆573Updated 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:
- Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models☆547Updated this week
- Awesome-Long2short-on-LRMs is a collection of state-of-the-art, novel, exciting long2short methods on large reasoning models. It contains…☆241Updated last month
- 😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond☆277Updated 3 weeks ago
- Awesome RL-based LLM Reasoning☆580Updated 2 weeks ago
- Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!☆68Updated 4 months ago
- Awesome RL Reasoning Recipes ("Triple R")☆762Updated last month
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆142Updated last week
- 🔥 How to efficiently and effectively compress the CoTs or directly generate concise CoTs during inference while maintaining the reasonin…☆56Updated 2 months ago
- Latest Advances on Long Chain-of-Thought Reasoning☆459Updated 2 weeks ago
- ☆52Updated last month
- [arXiv 2025] Efficient Reasoning Models: A Survey☆244Updated 2 weeks ago
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆275Updated 3 weeks ago
- TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆171Updated last month
- ☆252Updated 3 weeks ago
- A series of technical report on Slow Thinking with LLM☆713Updated last month
- ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search (NeurIPS 2024)☆654Updated 6 months ago
- Paper List of Inference/Test Time Scaling/Computing☆286Updated last month
- L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning☆234Updated 2 months ago
- awesome papers in LLM interpretability☆527Updated 2 weeks ago
- Latest Advances on System-2 Reasoning☆1,207Updated last month
- ☆300Updated 2 months ago
- A Framework for LLM-based Multi-Agent Reinforced Training and Inference☆179Updated last month
- A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. 🧮✨☆238Updated last year
- ☆65Updated 3 months ago
- AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models, ICLR 2025 (Outstanding Paper)☆291Updated 3 weeks ago
- Official Repository of "Learning to Reason under Off-Policy Guidance"☆268Updated 2 weeks ago
- ☆102Updated 2 months ago
- Official code for the paper, "Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning"☆132Updated 2 weeks ago
- This is the repository of DEER, a Dynamic Early Exit in Reasoning method for Large Reasoning Language Models.☆161Updated 3 weeks ago
- Implementation for "Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs"☆375Updated 6 months ago