Paper list for Efficient Reasoning.
☆897May 29, 2026Updated last month
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☆224Nov 30, 2025Updated 7 months ago
- [TMLR 2025] Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models☆782Feb 28, 2026Updated 4 months ago
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆356Jun 20, 2026Updated 2 weeks ago
- Awesome-Long2short-on-LRMs is a collection of state-of-the-art, novel, exciting long2short methods on large reasoning models. It contains…☆260Mar 7, 2026Updated 4 months ago
- Latest Advances on System-2 Reasoning☆1,352Jun 8, 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.
- Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!☆71Apr 1, 2025Updated last year
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆91Feb 14, 2025Updated last year
- 📰 Must-read papers and blogs on Speculative Decoding ⚡️☆1,270Jun 27, 2026Updated last week
- [TMLR 2025] Efficient Reasoning Models: A Survey☆314Jun 26, 2026Updated 2 weeks ago
- ☆62Jun 7, 2025Updated last year
- ☆17Apr 11, 2025Updated last year
- The official repository of NeurIPS'25 paper "Ada-R1: From Long-Cot to Hybrid-CoT via Bi-Level Adaptive Reasoning Optimization"☆24May 6, 2026Updated 2 months ago
- ☆75Apr 13, 2025Updated last year
- [ICLR 2025] SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration☆70Feb 21, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- From Chain-of-Thought prompting to OpenAI o1 and DeepSeek-R1 🍓☆3,646Apr 20, 2026Updated 2 months ago
- Official repository for paper: O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning☆99Feb 21, 2025Updated last year
- L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning☆262May 14, 2025Updated last year
- 😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, Agent, and Beyond☆356Jan 22, 2026Updated 5 months ago
- Simple RL training for reasoning☆3,867Dec 23, 2025Updated 6 months ago
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Asy…☆9,756Updated this week
- ☆151Sep 12, 2025Updated 9 months ago
- 📰 Must-read papers on KV Cache Compression (constantly updating 🤗).☆721Apr 15, 2026Updated 2 months ago
- OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models☆1,848Jan 17, 2025Updated last year
- 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.
- Latest Advances on Long Chain-of-Thought Reasoning☆642Jul 18, 2025Updated 11 months ago
- 🔥 How to efficiently and effectively compress the CoTs or directly generate concise CoTs during inference while maintaining the reasonin…☆65May 22, 2025Updated last year
- This repository provides valuable reference for researchers in the field of multimodality, please start your exploratory travel in RL-bas…☆1,428May 11, 2026Updated last month
- verl/HybridFlow: A Flexible and Efficient RL Post-Training Framework☆22,312Updated this week
- Understanding R1-Zero-Like Training: A Critical Perspective☆1,265Aug 27, 2025Updated 10 months ago
- [EMNLP 25] An effective and interpretable weight-editing method for mitigating overly short reasoning in LLMs, and a mechanistic study un…☆19Dec 17, 2025Updated 6 months ago
- A collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 🍓 and reasoning techniques.☆6,891Dec 17, 2025Updated 6 months ago
- Training Large Language Model to Reason in a Continuous Latent Space☆1,652Jul 2, 2026Updated last week
- [ICML 2026] Heima☆73May 20, 2026Updated last month
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A series of technical report on Slow Thinking with LLM☆766Aug 13, 2025Updated 10 months ago
- A curated list for Efficient Large Language Models☆2,023Jun 17, 2025Updated last year
- [COLM 2025] SEAL: Steerable Reasoning Calibration of Large Language Models for Free☆59Apr 6, 2025Updated last year
- A Survey of Reinforcement Learning for Large Reasoning Models☆2,469Nov 9, 2025Updated 8 months ago
- Awesome LLM compression research papers and tools.☆1,849Jun 30, 2026Updated last week
- Scalable RL solution for advanced reasoning of language models☆1,864Mar 18, 2025Updated last year
- 📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥☆2,138Jul 1, 2026Updated last week