zwxandy / Awesome-Efficient-CoT-Reasoning-SummaryLinks
🔥 How to efficiently and effectively compress the CoTs or directly generate concise CoTs during inference while maintaining the reasoning performance is an important topic!
☆64Updated 7 months ago
Alternatives and similar repositories for Awesome-Efficient-CoT-Reasoning-Summary
Users that are interested in Awesome-Efficient-CoT-Reasoning-Summary are comparing it to the libraries listed below
Sorting:
- Paper list for Efficient Reasoning.☆776Updated this week
- ☆56Updated 6 months ago
- Awesome-Long2short-on-LRMs is a collection of state-of-the-art, novel, exciting long2short methods on large reasoning models. It contains…☆254Updated 4 months ago
- Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!☆71Updated 8 months ago
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆242Updated this week
- 😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, Agent, and Beyond☆321Updated 2 months ago
- [TMLR 2025] Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models☆711Updated 2 months ago
- A Collection of Papers about Memory for Language Agents☆218Updated last week
- [TMLR 2025] Efficient Reasoning Models: A Survey☆285Updated last month
- ☆294Updated 5 months ago
- [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆197Updated 3 weeks ago
- [ICML'25] Our study systematically investigates massive values in LLMs' attention mechanisms. First, we observe massive values are concen…☆86Updated 6 months ago
- Awesome List for Agentic RL☆646Updated 2 weeks ago
- Using LLM to evaluate MMLU dataset.☆41Updated last year
- Latest Advances on Long Chain-of-Thought Reasoning☆580Updated 5 months ago
- This is the repository of DEER, a Dynamic Early Exit in Reasoning method for Large Reasoning Language Models.☆175Updated 5 months ago
- [ICLR 2025] Code and Data Repo for Paper "Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation"☆92Updated last year
- Official repository for paper: O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning☆98Updated 10 months ago
- 📜 Paper list on decoding methods for LLMs and LVLMs☆68Updated last month
- awesome papers in LLM interpretability☆601Updated 4 months ago
- Paper List of Inference/Test Time Scaling/Computing☆335Updated 4 months ago
- Official Repository of "Learning to Reason under Off-Policy Guidance"☆392Updated 2 months ago
- A comprehensive collection of process reward models.☆130Updated 2 months ago
- A curated collection of resources focused on the Mechanistic Interpretability (MI) of Large Multimodal Models (LMMs). This repository agg…☆173Updated 2 months ago
- [TKDE'25] The official GitHub page for the survey paper "A Survey on Mixture of Experts in Large Language Models".☆468Updated 5 months ago
- A versatile toolkit for applying Logit Lens to modern large language models (LLMs). Currently supports Llama-3.1-8B and Qwen-2.5-7B, enab…☆140Updated 4 months ago
- ☆72Updated 8 months ago
- AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models, ICLR 2025 (Outstanding Paper)☆381Updated 2 months ago
- A Framework for LLM-based Multi-Agent Reinforced Training and Inference☆381Updated last month
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆88Updated 10 months ago