[TMLR 2025] Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models
☆786Feb 28, 2026Updated 5 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.☆899May 29, 2026Updated 2 months ago
- 😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, Agent, and Beyond☆357Jan 22, 2026Updated 6 months ago
- [TMLR 2025] Efficient Reasoning Models: A Survey☆317Jun 26, 2026Updated last month
- Latest Advances on System-2 Reasoning☆1,352Jun 8, 2025Updated last year
- ☆53Jul 12, 2026Updated 2 weeks ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Latest Advances on Long Chain-of-Thought Reasoning☆647Jul 18, 2025Updated last year
- [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆224Nov 30, 2025Updated 7 months ago
- From Chain-of-Thought prompting to OpenAI o1 and DeepSeek-R1 🍓☆3,657Apr 20, 2026Updated 3 months ago
- This repository provides valuable reference for researchers in the field of multimodality, please start your exploratory travel in RL-bas…☆1,437May 11, 2026Updated 2 months ago
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆366Jun 20, 2026Updated last month
- Harnessing the Reasoning Economy: A Survey of Efficient Reasoning for Large Language Models☆125Oct 16, 2025Updated 9 months ago
- A Survey of Reinforcement Learning for Large Reasoning Models☆2,470Nov 9, 2025Updated 8 months ago
- verl/HybridFlow: A Flexible and Efficient RL Post-Training Framework☆22,699Updated this week
- Official repository for paper: O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning☆100Feb 21, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 📖 This is a repository for organizing papers, codes, and other resources related to Latent Reasoning.☆406Nov 5, 2025Updated 8 months ago
- Resources and paper list for "Thinking with Images for LVLMs". This repository accompanies our survey on how LVLMs can leverage visual in…☆1,497Mar 9, 2026Updated 4 months ago
- [EMNLP 2025] LightThinker: Thinking Step-by-Step Compression☆165Jun 22, 2026Updated last month
- L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning☆263May 14, 2025Updated last year
- Awesome Reasoning LLM Tutorial/Survey/Guide☆2,493Updated this week
- An Open-source RL System from ByteDance Seed and Tsinghua AIR☆1,849May 11, 2025Updated last year
- Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey☆1,017May 22, 2026Updated 2 months ago
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Asy…☆9,855Jul 14, 2026Updated 2 weeks ago
- Official code repository for Sketch-of-Thought (SoT)☆138May 8, 2025Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- [ICLR 2026] End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning☆401Mar 30, 2026Updated 3 months ago
- Understanding R1-Zero-Like Training: A Critical Perspective☆1,269Aug 27, 2025Updated 11 months ago
- [NeurIPS 2025] Simple extension on vLLM to help you speed up reasoning model without training.☆232May 31, 2025Updated last year
- [ICML 2026] Heima☆75May 20, 2026Updated 2 months ago
- EasyR1: An Efficient, Scalable, Multi-Modality RL Training Framework based on veRL☆5,083Updated this week
- ☆22Oct 3, 2024Updated last year
- Emergent Hierarchical Reasoning in LLMs/VLMs through Reinforcement Learning [ICLR26]☆64Apr 11, 2026Updated 3 months ago
- Official Repo for Open-Reasoner-Zero☆2,096Jun 2, 2025Updated last year
- Model merging is a highly efficient approach for long-to-short reasoning.☆103Oct 15, 2025Updated 9 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Democratizing Reinforcement Learning for LLMs☆5,740Updated this week
- ☆151Sep 12, 2025Updated 10 months ago
- Search-R1: An Efficient, Scalable RL Training Framework for Reasoning & Search Engine Calling interleaved LLM based on veRL☆5,170Nov 13, 2025Updated 8 months ago
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆91Feb 14, 2025Updated last year
- ☆29Aug 8, 2025Updated 11 months ago
- ☆62Jun 7, 2025Updated last year
- Simple RL training for reasoning☆3,871Dec 23, 2025Updated 7 months ago