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arXiv 2610.19975 · cs.LG · 2026-10-14

LatentLoop: Scaling Looped MoE Models with Asymmetric Compute Allocation

Zefeng He, Yunkai Chai, Xiaoyang Chen, Tong Zhu, Zongliang Wu, Yun Luo, Yafu Li, Yu Cheng

Affiliation unverified

In latest · #197 Added on 2026-10-21

One-line takeaway

LatentLoop finds loop visits in looped MoE play asymmetric roles and allocates compute asymmetrically for better results.

LatentLoop 发现循环 MoE 中两次循环作用不对称,据此非对称分配算力以提升效果。

82HF upvotes
13GitHub stars
0Citations (Semantic Scholar)
52.9Buzz score

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Metadata from the arXiv API (verified); upvotes from Hugging Face Daily Papers; citations from Semantic Scholar. Last refreshed 2026-10-22.

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