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Semantic Specialization in MoE Appears with Scale: A Study of DeepSeek R1 Expert Specialization

Semantic Specialization in MoE Appears with Scale: A Study of DeepSeek R1 Expert Specialization

15 February 2025
M. L. Olson
Neale Ratzlaff
Musashi Hinck
Man Luo
Sungduk Yu
Chendi Xue
Vasudev Lal
    MoE
    LRM
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Papers citing "Semantic Specialization in MoE Appears with Scale: A Study of DeepSeek R1 Expert Specialization"

1 / 1 papers shown
Title
Domain-Specific Pruning of Large Mixture-of-Experts Models with Few-shot Demonstrations
Domain-Specific Pruning of Large Mixture-of-Experts Models with Few-shot Demonstrations
Zican Dong
Han Peng
Peiyu Liu
Wayne Xin Zhao
Dong Wu
Feng Xiao
Zhilin Wang
MoE
33
0
0
09 Apr 2025
1