Paper list for Efficient Reasoning.
☆836Mar 7, 2026Updated this week
Alternatives and similar repositories for Awesome-Efficient-Reasoning
Users that are interested in Awesome-Efficient-Reasoning are comparing it to the libraries listed below
Sorting:
- [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆202Nov 30, 2025Updated 3 months ago
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆291Updated this week
- [TMLR 2025] Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models☆746Feb 28, 2026Updated last week
- Awesome-Long2short-on-LRMs is a collection of state-of-the-art, novel, exciting long2short methods on large reasoning models. It contains…☆258Aug 13, 2025Updated 6 months ago
- Latest Advances on System-2 Reasoning☆1,333Jun 8, 2025Updated 9 months ago
- Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!☆72Apr 1, 2025Updated 11 months ago
- 📰 Must-read papers and blogs on Speculative Decoding ⚡️☆1,131Jan 24, 2026Updated last month
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆92Feb 14, 2025Updated last year
- [TMLR 2025] Efficient Reasoning Models: A Survey☆300Feb 3, 2026Updated last month
- ☆17Apr 11, 2025Updated 10 months ago
- [ICLR 2025] SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration☆64Feb 21, 2025Updated last year
- Simple RL training for reasoning☆3,830Dec 23, 2025Updated 2 months ago
- From Chain-of-Thought prompting to OpenAI o1 and DeepSeek-R1 🍓☆3,554May 7, 2025Updated 10 months ago
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & TIS & vLLM & Ray & Async RL)☆9,084Updated this week
- 😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, Agent, and Beyond☆347Jan 22, 2026Updated last month
- 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
- ☆74Apr 13, 2025Updated 10 months ago
- L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning☆262May 14, 2025Updated 9 months ago
- This repository provides valuable reference for researchers in the field of multimodality, please start your exploratory travel in RL-bas…☆1,365Feb 26, 2026Updated last week
- 📰 Must-read papers on KV Cache Compression (constantly updating 🤗).☆664Feb 24, 2026Updated last week
- ☆59Jun 7, 2025Updated 9 months ago
- Understanding R1-Zero-Like Training: A Critical Perspective☆1,222Aug 27, 2025Updated 6 months ago
- Official repository for paper: O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning☆98Feb 21, 2025Updated last year
- A collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 🍓 and reasoning techniques.☆6,896Dec 17, 2025Updated 2 months ago
- Code for Heima☆59Apr 21, 2025Updated 10 months ago
- 🔥 How to efficiently and effectively compress the CoTs or directly generate concise CoTs during inference while maintaining the reasonin…☆64May 22, 2025Updated 9 months ago
- OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models☆1,835Jan 17, 2025Updated last year
- verl: Volcano Engine Reinforcement Learning for LLMs☆19,519Mar 2, 2026Updated last week
- Latest Advances on Long Chain-of-Thought Reasoning☆615Jul 18, 2025Updated 7 months ago
- A curated list for Efficient Large Language Models☆1,963Jun 17, 2025Updated 8 months ago
- Training Large Language Model to Reason in a Continuous Latent Space☆1,529Aug 12, 2025Updated 6 months ago
- A series of technical report on Slow Thinking with LLM☆761Aug 13, 2025Updated 6 months ago
- Awesome LLM compression research papers and tools.☆1,786Feb 23, 2026Updated 2 weeks ago
- Paper List of Inference/Test Time Scaling/Computing☆358Updated this week
- Codes for Mitigating Unhelpfulness in Emotional Support Conversations with Multifaceted AI Feedback (ACL 2024 Findings)☆16Jul 2, 2024Updated last year
- [NeurIPS 2025] VeriThinker: Learning to Verify Makes Reasoning Model Efficient☆65Sep 27, 2025Updated 5 months ago
- Research Code for preprint "Optimizing Test-Time Compute via Meta Reinforcement Finetuning".☆117Aug 5, 2025Updated 7 months ago
- Scalable RL solution for advanced reasoning of language models☆1,811Mar 18, 2025Updated 11 months ago
- 📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥☆1,928Feb 27, 2026Updated last week