Eclipsess / Awesome-Efficient-Reasoning-LLMsLinks
[TMLR 2025] Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models
β685Updated 3 weeks ago
Alternatives and similar repositories for Awesome-Efficient-Reasoning-LLMs
Users that are interested in Awesome-Efficient-Reasoning-LLMs are comparing it to the libraries listed below
Sorting:
- Paper list for Efficient Reasoning.β715Updated 3 weeks ago
- π A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, Agent, and Beyondβ313Updated 3 weeks ago
- A series of technical report on Slow Thinking with LLMβ743Updated 3 months ago
- Awesome-Long2short-on-LRMs is a collection of state-of-the-art, novel, exciting long2short methods on large reasoning models. It containsβ¦β256Updated 3 months ago
- Latest Advances on Long Chain-of-Thought Reasoningβ551Updated 3 months ago
- A version of verl to support diverse tool useβ668Updated last week
- Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!β69Updated 7 months ago
- β420Updated last month
- β282Updated 4 months ago
- Official Repository of "Learning to Reason under Off-Policy Guidance"β364Updated last month
- β55Updated 5 months ago
- The official code of ARPO & AEPOβ778Updated last week
- Awesome List for Agentic RLβ536Updated this week
- [TMLR 2025] Efficient Reasoning Models: A Surveyβ276Updated 2 weeks ago
- ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search (NeurIPS 2024)β678Updated 9 months ago
- Latest Advances on System-2 Reasoningβ1,265Updated 5 months ago
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.β189Updated this week
- Agent-R1: Training Powerful LLM Agents with End-to-End Reinforcement Learningβ874Updated 3 months ago
- L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learningβ258Updated 6 months ago
- Implementation for "Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs"β386Updated 9 months ago
- Survey on LLM Agents (Published on CoLing 2025)β426Updated last month
- β309Updated 5 months ago
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.β375Updated 4 months ago
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuningβ500Updated last year
- A Framework for LLM-based Multi-Agent Reinforced Training and Inferenceβ336Updated 2 weeks ago
- π₯ How to efficiently and effectively compress the CoTs or directly generate concise CoTs during inference while maintaining the reasoninβ¦β64Updated 5 months ago
- AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models, ICLR 2025 (Outstanding Paper)β361Updated 3 weeks ago
- Generative AI Act II: Test Time Scaling Drives Cognition Engineeringβ208Updated 6 months ago
- β548Updated 10 months ago
- The related works and background techniques about Openai o1β221Updated 10 months ago