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Parshakova et al.

PulseAugur coverage of Parshakova et al. — every cluster mentioning Parshakova et al. across labs, papers, and developer communities, ranked by signal.

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    New optimization method MAGD shows promise for LLM pretraining

    Researchers have identified a limitation in the Muon optimization method, which is designed for matrix-valued parameters in machine learning. While Muon orthogonalizes momentum matrices, it can fail to converge to a glo…