MoE routing follows a Huffman code pattern, as the Frequency-Diversity Law shows that state-of-the-art models act as information-theoretic engines.
Read the original at arxiv.org→arXiv:2607.20427v1 Announce Type: new Abstract: Mixture-of-Experts architectures have revolutionized scaling, yet the underlying logic of their routing remains a black box. In this paper, we uncover a fundamental...
Original headline: "Is MoE Routing a Huffman Code? Discovering the Frequency-Diversity Law in Chain-of-Thought"
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- Jul 24, 04:00 UTC arXiv cs.CL lead source Is MoE Routing a Huffman Code? Discovering the Frequency-Diversity Law in Chain-of-Thought