Paper list for Efficient Reasoning.
☆908May 29, 2026Updated 4 months ago
Alternatives and similar repositories for Awesome-Efficient-Reasoning
Users that are interested in Awesome-Efficient-Reasoning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [TMLR 2025] Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models☆793Updated this week
- [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆227Nov 30, 2025Updated 10 months ago
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆393Jun 20, 2026Updated 4 months ago
- Awesome-Long2short-on-LRMs is a collection of state-of-the-art, novel, exciting long2short methods on large reasoning models. It contains…☆262Mar 7, 2026Updated 7 months ago
- [TMLR 2025] Efficient Reasoning Models: A Survey☆323Oct 14, 2026Updated last week
- 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.
- Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!☆72Apr 1, 2025Updated last year
- 😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, Agent, and Beyond☆360Jan 22, 2026Updated 8 months ago
- Latest Advances on System-2 Reasoning☆1,358Jun 8, 2025Updated last year
- [ACL 2026] Enabling Efficient Reasoning in LLMs via Black-box Persuasive Prompting☆23Jan 9, 2026Updated 9 months ago
- 📰 Must-read papers and blogs on Speculative Decoding ⚡️☆1,300Jun 27, 2026Updated 3 months ago
- ☆63Jun 7, 2025Updated last year
- This repository provides valuable reference for researchers in the field of multimodality, please start your exploratory travel in RL-bas…☆1,445Sep 29, 2026Updated 3 weeks ago
- Official implementation of the NeurIPS 2025 paper "Soft Thinking: Unlocking the Reasoning Potential of LLMs in Continuous Concept Space"☆355Jun 12, 2026Updated 4 months ago
- Paper List of Inference/Test Time Scaling/Computing☆407Updated this week
- 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.
- ☆54Jul 12, 2026Updated 3 months ago
- ☆17Apr 11, 2025Updated last year
- A Survey of Reinforcement Learning for Large Reasoning Models☆2,493Sep 14, 2026Updated last month
- ☆29Aug 8, 2025Updated last year
- From Chain-of-Thought prompting to OpenAI o1 and DeepSeek-R1 🍓☆3,696Apr 20, 2026Updated 6 months ago
- L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning☆265May 14, 2025Updated last year
- Training Large Language Model to Reason in a Continuous Latent Space☆1,727Jul 2, 2026Updated 3 months ago
- [NeurIPS 2025] Think Silently, Think Fast: Dynamic Latent Compression of LLM Reasoning Chains☆97Jun 29, 2026Updated 3 months ago
- Latest Advances on Long Chain-of-Thought Reasoning☆651Jul 18, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- verl/HybridFlow: A Flexible and Efficient RL Post-Training Framework☆23,945Updated this week
- 📰 Must-read papers on KV Cache Compression (constantly updating 🤗).☆748Aug 16, 2026Updated 2 months ago
- Official repository for paper: O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning☆100Feb 21, 2025Updated last year
- [NeurIPS 2025] VeriThinker: Learning to Verify Makes Reasoning Model Efficient☆68Sep 27, 2025Updated last year
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Asy…☆10,101Oct 5, 2026Updated 2 weeks ago
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆91Feb 14, 2025Updated last year
- ☆78Apr 13, 2025Updated last year
- Simple RL training for reasoning☆3,878Dec 23, 2025Updated 9 months ago
- The official repository of NeurIPS'25 paper "Ada-R1: From Long-Cot to Hybrid-CoT via Bi-Level Adaptive Reasoning Optimization"☆25May 6, 2026Updated 5 months ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- 🔥 How to efficiently and effectively compress the CoTs or directly generate concise CoTs during inference while maintaining the reasonin…☆65May 22, 2025Updated last year
- A paper list of some recent works about Token Compress for Vit and VLM☆964Updated this week
- Awesome LLM compression research papers and tools.☆1,885Updated this week
- 📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥☆2,184Aug 17, 2026Updated 2 months ago
- EasyR1: An Efficient, Scalable, Multi-Modality RL Training Framework based on veRL☆5,201Sep 19, 2026Updated last month
- Model merging is a highly efficient approach for long-to-short reasoning.☆104Oct 15, 2025Updated last year
- This is the repository of DEER, a Dynamic Early Exit in Reasoning method for Large Reasoning Language Models.☆209Jul 7, 2025Updated last year