Blueyee / Efficient-CoT-LRMsLinks
Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!
☆72Updated 10 months ago
Alternatives and similar repositories for Efficient-CoT-LRMs
Users that are interested in Efficient-CoT-LRMs are comparing it to the libraries listed below
Sorting:
- [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆201Updated 2 months ago
- Official repository for paper: O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning☆97Updated 11 months ago
- Awesome-Long2short-on-LRMs is a collection of state-of-the-art, novel, exciting long2short methods on large reasoning models. It contains…☆258Updated 5 months ago
- ☆74Updated 9 months ago
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆276Updated last week
- 😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, Agent, and Beyond☆344Updated 2 weeks ago
- A comprehensive collection of process reward models.☆136Updated 4 months ago
- This is the repository of DEER, a Dynamic Early Exit in Reasoning method for Large Reasoning Language Models.☆180Updated 7 months ago
- L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning☆261Updated 8 months ago
- ☆306Updated 7 months ago
- [ICLR 2026] End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning☆353Updated 3 weeks ago
- Official code for the paper, "Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning"☆154Updated 3 months ago
- ☆57Updated 8 months ago
- [AAAI 2026] Official codebase for "GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning".☆95Updated 3 months ago
- Extrapolating RLVR to General Domains without Verifiers☆200Updated 5 months ago
- Official Repository of "Learning to Reason under Off-Policy Guidance"☆413Updated 4 months ago
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆91Updated 11 months ago
- This is the official GitHub repository for our survey paper "Beyond Single-Turn: A Survey on Multi-Turn Interactions with Large Language …☆171Updated 8 months ago
- 📜 Paper list on decoding methods for LLMs and LVLMs☆68Updated 3 months ago
- Implementation for the research paper "Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision".☆55Updated last year
- ☆333Updated 8 months ago
- [ICLR 2025] Code and Data Repo for Paper "Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation"☆93Updated last year
- Model merging is a highly efficient approach for long-to-short reasoning.☆98Updated 3 months ago
- 📖 This is a repository for organizing papers, codes, and other resources related to Latent Reasoning.☆352Updated 3 months ago
- [ACL' 25] The official code repository for PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models.☆88Updated 11 months ago
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆419Updated 7 months ago
- [TMLR 2025] Efficient Reasoning Models: A Survey☆298Updated last week
- [NeurIPS 2025] Think Silently, Think Fast: Dynamic Latent Compression of LLM Reasoning Chains☆76Updated 6 months ago
- ☆179Updated 2 months ago
- A Framework for LLM-based Multi-Agent Reinforced Training and Inference☆418Updated 2 months ago