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）。
Michigan are also No. 3 in the overall national rankings and looking to get back on a roll after Duke ended their 13-game winning streak last week. Illinois, ranked at No. 10, have traded wins and losses over the last month, but previously had a major winning streak of their own, with 12 consecutive Ws. Whatever happens, this is one of the most exciting college basketball fixtures this week.
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