Eclipsess / Awesome-Efficient-Reasoning-LLMsLinks
[TMLR 2025] Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models
โ651Updated this week
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.โ703Updated this week
- ๐ A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, Agent, and Beyondโ308Updated this week
- Awesome-Long2short-on-LRMs is a collection of state-of-the-art, novel, exciting long2short methods on large reasoning models. It containsโฆโ252Updated 2 months ago
- A series of technical report on Slow Thinking with LLMโ739Updated 2 months ago
- Latest Advances on Long Chain-of-Thought Reasoningโ532Updated 3 months ago
- An Awesome List of Agentic Model trained with Reinforcement Learningโ519Updated last week
- Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!โ69Updated 6 months ago
- A version of verl to support diverse tool useโ607Updated last week
- โ415Updated 2 weeks ago
- Official Repository of "Learning to Reason under Off-Policy Guidance"โ348Updated 3 weeks ago
- โ275Updated 3 months ago
- Latest Advances on System-2 Reasoningโ1,255Updated 4 months ago
- [TMLR 2025] Efficient Reasoning Models: A Surveyโ272Updated this week
- ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search (NeurIPS 2024)โ673Updated 9 months ago
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.โ177Updated this week
- A Framework for LLM-based Multi-Agent Reinforced Training and Inferenceโ301Updated last week
- L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learningโ258Updated 5 months ago
- โ54Updated 4 months ago
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.โ350Updated 3 months ago
- A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. ๐งฎโจโ259Updated last year
- The official code of ARPO & AEPOโ723Updated this week
- Agent-R1: Training Powerful LLM Agents with End-to-End Reinforcement Learningโ840Updated 3 months ago
- Implementation for "Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs"โ384Updated 9 months ago
- The related works and background techniques about Openai o1โ222Updated 9 months ago
- Generative AI Act II: Test Time Scaling Drives Cognition Engineeringโ207Updated 6 months ago
- โ300Updated 5 months ago
- [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMsโ186Updated 3 months ago
- Survey on LLM Agents (Published on CoLing 2025)โ399Updated 3 weeks ago
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuningโ496Updated last year
- AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models, ICLR 2025 (Outstanding Paper)โ349Updated last week