作为一名长期关注 LLM 架构演进的技术博主，最近发布的 Ring-2.5-1T 引起了我的极大兴趣。不同于市面上常见的 Transformer 变体，它采用了大胆的混合线性注意力架构（Hybrid Linear Attention）。
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Critics have raised the spectre of "circular financing" deals in which investments by Nvidia in other companies may be clouding perceptions about how robust AI demand really is.
Фото: Евгений Биятов / РИА Новости，推荐阅读搜狗输入法2026获取更多信息