BWhat changed
Studied Muon batch-size-dependent compute/time frontiers and combined it with muP using a multiscale telescoping search that narrows expensive large-width sweeps.
Scientific scope
Studied Muon batch-size-dependent compute/time frontiers and combined it with muP using a multiscale telescoping search that narrows expensive large-width sweeps. Inherits Muon, muP, hierarchical search and Moonlight scaling. This is not invention of Muon or guaranteed global Pareto dominance; finite-width/mesh-error analysis assumes smooth asymptotic behavior. Tuning overhead can be substantial, not free.
Evidence
The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. Inherits Muon, muP, hierarchical search and Moonlight scaling. This is not invention of Muon or guaranteed global Pareto dominance; finite-width/mesh-error analysis assumes smooth asymptotic behavior. Tuning overhead can be substantial, not free.
Contributors
- Source-listed authors and technical contributors · SCIENCE: Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.
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