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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If you're seeking a scary story where no good deed goes unpunished, then you'll appreciate Crazy Old Lady. Written and directed by Martín Mauregui, this horror movie begins with a relatively mundane phone call. A woman is on the line with her elderly mother, Alicia (Carmen Maura), whose dementia keeps throwing them into a frustrating conversational loop. Not able to go check on her mom, she calls on an ex-boyfriend named Pedro (Daniel Hendler) to go by the house. Far from a feeble old woman living in fear, Alicia is fired up with a wicked scheme of her own.