Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!
☆72Apr 1, 2025Updated last year
Alternatives and similar repositories for Efficient-CoT-LRMs
Users that are interested in Efficient-CoT-LRMs are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 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 6 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
- Paper list for Efficient Reasoning.☆902May 29, 2026Updated 3 months ago
- [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆226Nov 30, 2025Updated 9 months ago
- [ICML2025] Official Repo for Paper "Optimizing Temperature for Language Models with Multi-Sample Inference"☆23Feb 16, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Implementation of AdaCQR(COLING 2025)☆15Dec 30, 2024Updated last year
- A python tool help to interact with chatgpt.☆10Dec 11, 2022Updated 3 years ago
- ☆17Nov 3, 2024Updated last year
- [ACL 2026] Enabling Efficient Reasoning in LLMs via Black-box Persuasive Prompting☆23Jan 9, 2026Updated 7 months ago
- Trial version for prs platform (python project). Please note that the complete experience requires downloading the Unity resource.☆10Jun 26, 2024Updated 2 years ago
- ☆17Apr 11, 2025Updated last year
- Official Implementation of SAM-Decoding: Speculative Decoding via Suffix Automaton☆53May 12, 2026Updated 3 months ago
- LIFEBENCH: Evaluating Length Instruction Following in Large Language Models☆19Apr 23, 2026Updated 4 months ago
- Latest Advances on Long Chain-of-Thought Reasoning☆647Jul 18, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [TMLR 2025] Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models☆787Feb 28, 2026Updated 6 months ago
- Code for Research Project TLDR☆26Jul 28, 2025Updated last year
- A survey of long-context language models covering architecture, infrastructure, training, and evaluation☆64Mar 31, 2025Updated last year
- [NAACL'25 🏆 SAC Award] Official code for "Advancing MoE Efficiency: A Collaboration-Constrained Routing (C2R) Strategy for Better Expert…☆17Feb 4, 2025Updated last year
- [NeurIPS 2024] Can Language Models Learn to Skip Steps?☆22Jan 25, 2025Updated last year
- Our research proposes a novel MoGU framework that improves LLMs' safety while preserving their usability.☆18Jan 14, 2025Updated last year
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆92Feb 14, 2025Updated last year
- A research framework for evaluating proactive AI assistants through active user simulation☆39May 23, 2026Updated 3 months ago
- (ACL2025 oral) SCOPE: Optimizing KV Cache Compression in Long-context Generation☆36May 28, 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.
- A curated list of cutting-edge research papers and resources on Long Chain-of-Thought (CoT) Reasoning with Tools.☆46Dec 17, 2025Updated 8 months ago
- Code for paper: Optimizing Length Compression in Large Reasoning Models☆29Oct 20, 2025Updated 10 months ago
- ☆30Dec 27, 2024Updated last year
- ☆59Sep 2, 2024Updated 2 years ago
- 针对最经典的表格型Q learning算法进行了复现,能够支持gym中大多数的离散动作和状态空间的环境,譬如CliffWalking-v0。☆10Jan 2, 2021Updated 5 years ago
- [ACL 25] SafeChain: Safety of Language Models with Long Chain-of-Thought Reasoning Capabilities☆30Apr 2, 2025Updated last year
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆379Jun 20, 2026Updated 2 months ago
- [AAAI26] Trade-offs in Large Reasoning Models: An Empirical Analysis of Deliberative and Adaptive Reasoning over Foundational Capabilitie…☆11Feb 7, 2026Updated 7 months ago
- Code accompanying our EMNLP 2019 paper: "Revisiting the Evaluation of Theory of Mind through Question Answering"☆29Aug 9, 2020Updated 6 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆14Oct 3, 2024Updated last year
- ☆26Apr 10, 2025Updated last year
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆80Oct 9, 2025Updated 10 months ago
- Data for evaluating GPT-4V☆10Oct 26, 2023Updated 2 years ago
- ☆29Aug 8, 2025Updated last year
- Towards Systematic Measurement for Long Text Quality☆39Sep 5, 2024Updated 2 years ago
- Codes for Mitigating Unhelpfulness in Emotional Support Conversations with Multifaceted AI Feedback (ACL 2024 Findings)☆17Jul 2, 2024Updated 2 years ago