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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