OmniMoE's vector-level atomic experts + Cartesian-product router + expert-centric scheduling gives 50.9% zero-shot accuracy and a 10.9x inference speedup over PEER at matched 1.7B active parameters.
XM o E : Sparse models with fine-grained and adaptive expert selection
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OmniMoE: An Efficient MoE by Orchestrating Atomic Experts at Scale
OmniMoE's vector-level atomic experts + Cartesian-product router + expert-centric scheduling gives 50.9% zero-shot accuracy and a 10.9x inference speedup over PEER at matched 1.7B active parameters.