More on this storyDredged sediment to be used as coastal buffer
在学术评测 GPQA Diamond 上得分 86.9%，多模态理解 MMMU Pro 上达到 76.8%。这两个数字不只是「在同档位里还不错」，而是直接超过了体量更大的 Gemini 2.5 Flash。，推荐阅读同城约会获取更多信息
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Muon outperforms every optimizer we tested (AdamW, SOAP, MAGMA). Multi-epoch training matters. And following work by Kotha et al. , scaling to large parameter counts works if you pair it with aggressive regularization -- weight decay up to 16x standard, plus dropout. The baseline sits at ~2.4x data efficiency against modded-nanogpt.，更多细节参见heLLoword翻译官方下载