horseee / CoT-ValveLinks
CoT-Valve: Length-Compressible Chain-of-Thought Tuning
☆88Updated 9 months ago
Alternatives and similar repositories for CoT-Valve
Users that are interested in CoT-Valve are comparing it to the libraries listed below
Sorting:
- [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆194Updated last week
- [ICML'25] Our study systematically investigates massive values in LLMs' attention mechanisms. First, we observe massive values are concen…☆86Updated 5 months ago
- ☆137Updated 2 months ago
- [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibrati…☆46Updated last year
- Official repository for paper: O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning☆98Updated 9 months ago
- [NeurIPS 2025] Think Silently, Think Fast: Dynamic Latent Compression of LLM Reasoning Chains☆62Updated 4 months ago
- ☆169Updated 2 months ago
- Model merging is a highly efficient approach for long-to-short reasoning.☆92Updated last month
- Code for "CREAM: Consistency Regularized Self-Rewarding Language Models", ICLR 2025.☆27Updated 9 months ago
- ☆185Updated 6 months ago
- 🚀 LLaMA-MoE v2: Exploring Sparsity of LLaMA from Perspective of Mixture-of-Experts with Post-Training☆89Updated last year
- ☆70Updated 7 months ago
- [AAAI 2026] Official codebase for "GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning".☆91Updated last month
- Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!☆71Updated 8 months ago
- ACL'2025: SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLMs. and preprint: SoftCoT++: Test-Time Scaling with Soft Chain-of…☆66Updated 6 months ago
- ☆46Updated 8 months ago
- [ICLR 2025] Code and Data Repo for Paper "Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation"☆88Updated 11 months ago
- ☆57Updated 4 months ago
- ☆134Updated 8 months ago
- [EMNLP 2025] LightThinker: Thinking Step-by-Step Compression☆123Updated 7 months ago
- State-of-the-art Parameter-Efficient MoE Fine-tuning Method☆196Updated last year
- [EMNLP 2024 Findings🔥] Official implementation of ": LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context In…☆104Updated last year
- A Sober Look at Language Model Reasoning☆89Updated 3 weeks ago
- [ICML'25] Official code of paper "Fast Large Language Model Collaborative Decoding via Speculation"☆28Updated 5 months ago
- xVerify: Efficient Answer Verifier for Reasoning Model Evaluations☆140Updated 3 weeks ago
- [AI4MATH@ICML2025] Do Not Let Low-Probability Tokens Over-Dominate in RL for LLMs☆40Updated 6 months ago
- This is the repository of DEER, a Dynamic Early Exit in Reasoning method for Large Reasoning Language Models.☆177Updated 5 months ago
- ☆45Updated 2 months ago
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆229Updated this week
- [ICLR 2025] Dynamic Mixture of Experts: An Auto-Tuning Approach for Efficient Transformer Models☆147Updated 5 months ago