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2505.17639
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PreMoe: Lightening MoEs on Constrained Memory by Expert Pruning and Retrieval
23 May 2025
Zehua Pei
Ying Zhang
Hui-Ling Zhen
Xianzhi Yu
Wulong Liu
Sinno Jialin Pan
Mingxuan Yuan
Bei Yu
MoE
Re-assign community
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HuggingFace (2 upvotes)
Papers citing
"PreMoe: Lightening MoEs on Constrained Memory by Expert Pruning and Retrieval"
3 / 3 papers shown
Pangu Ultra MoE: How to Train Your Big MoE on Ascend NPUs
Yehui Tang
Yichun Yin
Yaoyuan Wang
Hang Zhou
Yu Pan
...
Zhe Liu
Zhicheng Liu
Zhuowen Tu
Zilin Ding
Zongyuan Zhan
MoE
288
8
0
07 May 2025
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
OffRL
AI4TS
LRM
ReLM
VLM
1.3K
5,342
0
22 Jan 2025
From Pruning to Grafting: Dynamic Knowledge Redistribution via Learnable Layer Fusion
Zehua Pei
Hui-Ling Zhen
Xianzhi Yu
Sinno Jialin Pan
Mingxuan Yuan
Bei Yu
AI4CE
541
5
0
21 Nov 2024
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