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Heather Miller

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#machine learning Jun 2026

Less is MoE: Trimming Experts in Domain-Specialist Language Models

Fisher-MoE is proposed, which operates within FFN to remove intermediate dimensions ranked by Fisher importance, and suggests intermediate dimension granularity is an effective unit for both compression and ranking where capability concentrates in MoE models.

Haoze He, Xinkai Zou, Xuan Jiang et al. · 2 citations

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