Cross-layer sharing, rank-1 projections, sparse gate, low-rank head, frozen scaling params
// Consumer provided a buffer - we MUST fill it (or part of it)
，这一点在Line官方版本下载中也有详细论述
（三）属于仲裁机构的受理范围。，更多细节参见爱思助手下载最新版本
Nature, Published online: 25 February 2026; doi:10.1038/s41586-026-10187-2
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