[TMLR 2025] Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models
β794Feb 28, 2026Updated 7 months 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Paper list for Efficient Reasoning.β908May 29, 2026Updated 4 months ago
- π A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, Agent, and Beyondβ360Jan 22, 2026Updated 8 months ago
- [TMLR 2025] Efficient Reasoning Models: A Surveyβ323Updated this week
- Latest Advances on System-2 Reasoningβ1,358Jun 8, 2025Updated last year
- β53Jul 12, 2026Updated 3 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer β’ AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Latest Advances on Long Chain-of-Thought Reasoningβ651Jul 18, 2025Updated last year
- [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMsβ227Nov 30, 2025Updated 10 months ago
- From Chain-of-Thought prompting to OpenAI o1 and DeepSeek-R1 πβ3,695Apr 20, 2026Updated 5 months ago
- This repository provides valuable reference for researchers in the field of multimodality, please start your exploratory travel in RL-basβ¦β1,445Sep 29, 2026Updated 2 weeks ago
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.β392Jun 20, 2026Updated 3 months ago
- Harnessing the Reasoning Economy: A Survey of Efficient Reasoning for Large Language Modelsβ124Oct 16, 2025Updated last year
- A Survey of Reinforcement Learning for Large Reasoning Modelsβ2,494Sep 14, 2026Updated last month
- verl/HybridFlow: A Flexible and Efficient RL Post-Training Frameworkβ23,909Updated this week
- Official repository for paper: O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruningβ100Feb 21, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways β’ AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- π This is a repository for organizing papers, codes, and other resources related to Latent Reasoning.β419Nov 5, 2025Updated 11 months ago
- Resources and paper list for "Thinking with Images for LVLMs". This repository accompanies our survey on how LVLMs can leverage visual inβ¦β1,514Oct 8, 2026Updated last week
- [EMNLP 2025] LightThinker: Thinking Step-by-Step Compressionβ166Jun 22, 2026Updated 3 months ago
- L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learningβ265May 14, 2025Updated last year
- Awesome Reasoning LLM Tutorial/Survey/Guideβ2,576Sep 5, 2026Updated last month
- An Open-source RL System from ByteDance Seed and Tsinghua AIRβ1,950May 11, 2025Updated last year
- Multimodal Chain-of-Thought Reasoning: A Comprehensive Surveyβ1,028Oct 3, 2026Updated 2 weeks ago
- [ICLR 2026] End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoningβ406Mar 30, 2026Updated 6 months ago
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Asyβ¦β10,092Oct 5, 2026Updated last week
- 1-Click AI Models by DigitalOcean Gradient β’ AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Official code repository for Sketch-of-Thought (SoT)β139May 8, 2025Updated last year
- Understanding R1-Zero-Like Training: A Critical Perspectiveβ1,283Aug 27, 2025Updated last year
- [NeurIPS 2025] Simple extension on vLLM to help you speed up reasoning model without training.β234May 31, 2025Updated last year
- [ICML 2026] Heimaβ77May 20, 2026Updated 4 months ago
- EasyR1: An Efficient, Scalable, Multi-Modality RL Training Framework based on veRLβ5,194Sep 19, 2026Updated 3 weeks ago
- β22Oct 3, 2024Updated 2 years ago
- Official Repo for Open-Reasoner-Zeroβ2,100Jun 2, 2025Updated last year
- Emergent Hierarchical Reasoning in LLMs/VLMs through Reinforcement Learning [ICLR26]β66Apr 11, 2026Updated 6 months ago
- Model merging is a highly efficient approach for long-to-short reasoning.β104Oct 15, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer β’ AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Democratizing Reinforcement Learning for LLMsβ5,884Updated this week
- Official Repository of "Learning to Reason under Off-Policy Guidance"β473Mar 20, 2026Updated 6 months ago
- This is the repository of DEER, a Dynamic Early Exit in Reasoning method for Large Reasoning Language Models.β209Jul 7, 2025Updated last year
- Search-R1: An Efficient, Scalable RL Training Framework for Reasoning & Search Engine Calling interleaved LLM based on veRLβ5,514Nov 13, 2025Updated 11 months ago
- CoT-Valve: Length-Compressible Chain-of-Thought Tuningβ91Feb 14, 2025Updated last year
- β29Aug 8, 2025Updated last year
- β63Jun 7, 2025Updated last year