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LightRouter: Towards Efficient LLM Collaboration with Minimal Overhead

LightRouter: Towards Efficient LLM Collaboration with Minimal Overhead

22 May 2025
Yifan Zhang
Xinkui Zhao
Zuxin Wang
Guanjie Cheng
Yueshen Xu
Shuiguang Deng
Yuxiang Cai
ArXiv (abs)PDFHTML

Papers citing "LightRouter: Towards Efficient LLM Collaboration with Minimal Overhead"

4 / 4 papers shown
Title
DeepSeek-Prover-V2: Advancing Formal Mathematical Reasoning via Reinforcement Learning for Subgoal Decomposition
DeepSeek-Prover-V2: Advancing Formal Mathematical Reasoning via Reinforcement Learning for Subgoal Decomposition
Zhaochun Ren
Zhihong Shao
Junxiao Song
Huajian Xin
Haoyu Wang
...
Hongxuan Tang
Yuxuan Liu
Wenjun Gao
Daya Guo
Chong Ruan
AIMatReLMLRM
133
30
0
30 Apr 2025
RouterEval: A Comprehensive Benchmark for Routing LLMs to Explore Model-level Scaling Up in LLMs
RouterEval: A Comprehensive Benchmark for Routing LLMs to Explore Model-level Scaling Up in LLMs
Zhongzhan Huang
Guoming Ling
Vincent S. Liang
Yupei Lin
Yandong Chen
Shanshan Zhong
Hefeng Wu
LRM
240
7
0
08 Mar 2025
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
DeepSeek-AI
Daya Guo
Dejian Yang
Haowei Zhang
Junxiao Song
...
Shiyu Wang
S. Yu
Shunfeng Zhou
Shuting Pan
S.S. Li
ReLMVLMOffRLAI4TSLRM
398
2,034
0
22 Jan 2025
What is the Role of Small Models in the LLM Era: A Survey
What is the Role of Small Models in the LLM Era: A Survey
Lihu Chen
Gaël Varoquaux
ALM
262
32
0
10 Sep 2024
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