Paper list for Efficient Reasoning.
☆859Mar 16, 2026Updated 2 weeks 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:
- [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆207Nov 30, 2025Updated 4 months ago
- [TMLR 2025] Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models☆755Feb 28, 2026Updated last month
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆308Updated this week
- Awesome-Long2short-on-LRMs is a collection of state-of-the-art, novel, exciting long2short methods on large reasoning models. It contains…☆259Mar 7, 2026Updated 3 weeks ago
- Latest Advances on System-2 Reasoning☆1,341Jun 8, 2025Updated 9 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.
- Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!☆72Apr 1, 2025Updated 11 months ago
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆92Feb 14, 2025Updated last year
- 📰 Must-read papers and blogs on Speculative Decoding ⚡️☆1,163Mar 9, 2026Updated 3 weeks ago
- [TMLR 2025] Efficient Reasoning Models: A Survey☆304Mar 9, 2026Updated 3 weeks ago
- ☆17Apr 11, 2025Updated 11 months ago
- ☆61Jun 7, 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"☆22Nov 9, 2025Updated 4 months ago
- ☆75Apr 13, 2025Updated 11 months ago
- [ICLR 2025] SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration☆65Feb 21, 2025Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- From Chain-of-Thought prompting to OpenAI o1 and DeepSeek-R1 🍓☆3,575May 7, 2025Updated 10 months ago
- Official repository for paper: O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning☆98Feb 21, 2025Updated last year
- L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning☆264May 14, 2025Updated 10 months ago
- 😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, Agent, and Beyond☆351Jan 22, 2026Updated 2 months ago
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & TIS & vLLM & Ray & Async RL)☆9,231Mar 24, 2026Updated last week
- Simple RL training for reasoning☆3,842Dec 23, 2025Updated 3 months ago
- ☆146Sep 12, 2025Updated 6 months ago
- 📰 Must-read papers on KV Cache Compression (constantly updating 🤗).☆678Feb 24, 2026Updated last month
- Latest Advances on Long Chain-of-Thought Reasoning☆620Jul 18, 2025Updated 8 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models☆1,839Jan 17, 2025Updated last year
- 🔥 How to efficiently and effectively compress the CoTs or directly generate concise CoTs during inference while maintaining the reasonin…☆63May 22, 2025Updated 10 months ago
- This repository provides valuable reference for researchers in the field of multimodality, please start your exploratory travel in RL-bas…☆1,389Feb 26, 2026Updated last month
- Code for Heima☆59Apr 21, 2025Updated 11 months ago
- verl: Volcano Engine Reinforcement Learning for LLMs☆20,286Updated this week
- Understanding R1-Zero-Like Training: A Critical Perspective☆1,237Aug 27, 2025Updated 7 months ago
- [EMNLP 25] An effective and interpretable weight-editing method for mitigating overly short reasoning in LLMs, and a mechanistic study un…☆17Dec 17, 2025Updated 3 months ago
- A collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 🍓 and reasoning techniques.☆6,903Dec 17, 2025Updated 3 months ago
- A series of technical report on Slow Thinking with LLM☆763Aug 13, 2025Updated 7 months ago
- NordVPN Threat Protection Pro™ • AdTake your cybersecurity to the next level. Block phishing, malware, trackers, and ads. Lightweight app that works with all browsers.
- A curated list for Efficient Large Language Models☆1,971Jun 17, 2025Updated 9 months ago
- Training Large Language Model to Reason in a Continuous Latent Space☆1,545Aug 12, 2025Updated 7 months ago
- A Survey of Reinforcement Learning for Large Reasoning Models☆2,410Nov 9, 2025Updated 4 months ago
- [COLM 2025] SEAL: Steerable Reasoning Calibration of Large Language Models for Free☆55Apr 6, 2025Updated 11 months ago
- Awesome LLM compression research papers and tools.☆1,795Feb 23, 2026Updated last month
- Scalable RL solution for advanced reasoning of language models☆1,831Mar 18, 2025Updated last year
- 📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥☆1,944Updated this week