🔥 How to efficiently and effectively compress the CoTs or directly generate concise CoTs during inference while maintaining the reasoning performance is an important topic!
☆65May 22, 2025Updated last year
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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!☆71Apr 1, 2025Updated last year
- Paper list for Efficient Reasoning.☆898May 29, 2026Updated 2 months ago
- MoE-Visualizer is a tool designed to visualize the selection of experts in Mixture-of-Experts (MoE) models.☆16Apr 8, 2025Updated last year
- [NeurIPS 2023] ShiftAddViT: Mixture of Multiplication Primitives Towards Efficient Vision Transformer☆30Dec 6, 2023Updated 2 years ago
- The repo is the official implementation for the paper: MoGERNN: An Inductive Traffic Predictor for Unobserved Locations.☆22May 29, 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.
- ☆30Jul 22, 2024Updated 2 years ago
- ☆16Jul 17, 2025Updated last year
- ☆18Jun 17, 2026Updated last month
- [EMNLP 2024] Quantize LLM to extremely low-bit, and finetune the quantized LLMs☆15Jul 18, 2024Updated 2 years ago
- Open source RTL implementation of Tensor Core, Sparse Tensor Core, BitWave and SparSynergy in the article: "SparSynergy: Unlocking Flexib…☆26Mar 29, 2025Updated last year
- [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆224Nov 30, 2025Updated 8 months ago
- ☆17Apr 11, 2025Updated last year
- [ACL 25] SafeChain: Safety of Language Models with Long Chain-of-Thought Reasoning Capabilities☆30Apr 2, 2025Updated last year
- Efficient Expert Pruning for Sparse Mixture-of-Experts Language Models: Enhancing Performance and Reducing Inference Costs☆25Nov 11, 2025Updated 8 months ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- (ICLR 2025) BinaryDM: Accurate Weight Binarization for Efficient Diffusion Models☆25Oct 4, 2024Updated last year
- This is the implementation for the paper "LARGE LANGUAGE MODEL CASCADES WITH MIX- TURE OF THOUGHT REPRESENTATIONS FOR COST- EFFICIENT REA…☆32Jun 1, 2024Updated 2 years ago
- ☆17Feb 23, 2025Updated last year
- WisdoMentor - Series: A LLM for undergraduates | 博导智言(辅助大学生 学习)☆13May 9, 2024Updated 2 years ago
- ☆53Jul 12, 2026Updated 2 weeks ago
- 基于Llama3，通过进一步CPT，SFT，ORPO得到的中文版Llama3☆16Apr 24, 2024Updated 2 years ago
- OptiBench and ReSocratic Synthesis Method☆36Oct 2, 2025Updated 9 months ago
- [NeurIPS'24] Official implement of "PrivCirNet: Efficient Private Inference via Block Circulant Transformation"☆14Feb 26, 2026Updated 5 months ago
- This is a sample implementation of "Robust Graph Convolutional Networks Against Adversarial Attacks", KDD 2019.☆10Dec 8, 2020Updated 5 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- [TMLR 2025] Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models☆786Feb 28, 2026Updated 5 months ago
- Multi-dimensional analysis of orthogonal safety directions in LLM alignment☆23Jun 12, 2026Updated last month
- To assess the longtext capabilities more comprehensively, we propose Needle-in-a-Haystack PLUS, which shifts the focus from simple fact r…☆13Mar 4, 2024Updated 2 years ago
- ☆40Aug 27, 2024Updated last year
- ☆15Feb 21, 2024Updated 2 years ago
- Introduction about AWESOME_ENTROPY+LRM_PAPERS☆32Dec 16, 2025Updated 7 months ago
- ☆13Apr 18, 2024Updated 2 years ago
- ☆10May 17, 2024Updated 2 years ago
- Client usage☆24Jun 27, 2026Updated last month
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- [AAAI 2025 oral] Attribution Analysis Meets Model Editing: Advancing Knowledge Correction in Vision Language Models with VisEdit☆19Apr 19, 2025Updated last year
- [ICLR 26] The official code repository for the paper "Mirage or Method? How Model–Task Alignment Induces Divergent RL Conclusions".☆18Feb 9, 2026Updated 5 months ago
- [ICLR 2025] Official implementation of paper "Dynamic Low-Rank Sparse Adaptation for Large Language Models".☆25Mar 16, 2025Updated last year
- 使用单个24G显卡，从0开始训练LLM☆54Jul 9, 2025Updated last year
- An open-sourced PyTorch library for developing energy efficient multiplication-less models and applications.☆14Feb 3, 2025Updated last year
- The official implementation of NeurIPS2024 paper "SubgDiff: A Subgraph Diffusion Model to Improve Molecular Representation Learning."☆11May 28, 2025Updated last year
- 🎓Automatically Update LLM inference systems Papers Daily using Github Actions (Update Every 12th hours)☆12Updated this week