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Д. Л. Тихонов

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#machine learning Preprint Oct 2026

Monarch-Muon: Structure-Aware Muon for Fast and Memory-Efficient Pretraining

Training large language models is constrained by both wall-clock time and memory footprint, and recent matrix-aware optimizers sharpen this tradeoff: Muon can improve optimization but its dense polar update remains expensive. We propose Monarch-Muon, a structured matrix-aware optimizer for weights parameterized by Mona...

A. Miasnikov, R. Kabirov, G. Molodtsov et al. · 0 citations

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