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News/When Does Muon Actually Win? A Paired Data-, Time-, and Tuning-Budget Benchmark
arxiv
PublishedOctober 16, 2026 at 4:00 AM

When Does Muon Actually Win? A Paired Data-, Time-, and Tuning-Budget Benchmark

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arXiv:2610.21555v1 Announce Type: cross Abstract: Muon's gains in data efficiency motivate evaluating its performance under explicit data, time, and tuning budgets. On a single A100 GPU, we compare a reference single-device Muon implementation with AdamW across 17.7M- and 33.6M-parameter causal lang

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