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Sparse Layers are Critical to Scaling Looped Language Models
Looped-MoE models scale better than standard transformers via routing divergence that recovers expressivity, and loop boundaries enable efficient early exits with minimal quality loss.
Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026
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