fscdc / Awesome-Efficient-Reasoning-ModelsLinks
[TMLR 2025] Efficient Reasoning Models: A Survey
β282Updated last month
Alternatives and similar repositories for Awesome-Efficient-Reasoning-Models
Users that are interested in Awesome-Efficient-Reasoning-Models are comparing it to the libraries listed below
Sorting:
- Paper List of Inference/Test Time Scaling/Computingβ326Updated 3 months ago
- π A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, Agent, and Beyondβ318Updated last month
- [ICLR 2025] Dynamic Mixture of Experts: An Auto-Tuning Approach for Efficient Transformer Modelsβ147Updated 4 months ago
- [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMsβ193Updated this week
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.β215Updated this week
- β185Updated 6 months ago
- Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!β70Updated 8 months ago
- One-shot Entropy Minimizationβ187Updated 5 months ago
- CoT-Valve: Length-Compressible Chain-of-Thought Tuningβ87Updated 9 months ago
- [TMLR 2025] Stop Overthinking: A Survey on Efficient Reasoning for Large Language Modelsβ701Updated last month
- β110Updated 2 months ago
- β290Updated 5 months ago
- "what, how, where, and how well? a survey on test-time scaling in large language models" repositoryβ78Updated this week
- repo for paper https://arxiv.org/abs/2504.13837β271Updated 5 months ago
- Paper list for Efficient Reasoning.β746Updated this week
- π Collection of token-level model compression resources.β183Updated 3 months ago
- π This is a repository for organizing papers, codes, and other resources related to Latent Reasoning.β290Updated last month
- β344Updated 4 months ago
- A paper list about Token Merge, Reduce, Resample, Drop for MLLMs.β75Updated last month
- [ICML'25] Our study systematically investigates massive values in LLMs' attention mechanisms. First, we observe massive values are concenβ¦β86Updated 5 months ago
- Interleaving Reasoning: Next-Generation Reasoning Systems for AGIβ209Updated last month
- Extrapolating RLVR to General Domains without Verifiersβ180Updated 3 months ago
- [ICLR 2025] The official pytorch implement of "Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Contβ¦β63Updated 2 months ago
- L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learningβ257Updated 6 months ago
- Official Repository of "Learning what reinforcement learning can't"β69Updated 2 weeks ago
- AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models, ICLR 2025 (Outstanding Paper)β376Updated last month
- This is the repository of DEER, a Dynamic Early Exit in Reasoning method for Large Reasoning Language Models.β177Updated 4 months ago
- [NeurIPS'24 Oral] HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuningβ233Updated last year
- Code release for VTW (AAAI 2025 Oral)β65Updated last month
- Official PyTorch implementation of the paper "dLLM-Cache: Accelerating Diffusion Large Language Models with Adaptive Caching" (dLLM-Cacheβ¦β186Updated 2 weeks ago