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![[Перевод] Большое сравнение архитектур LLM](https://times42.com/media/9/2/3/12139923_640x200.jpg "[Перевод] Большое сравнение архитектур LLM")
Автор: Sebastian Raschka, PhDПрошло семь лет с момента создания оригинальной архитектуры GPT. На первый взгляд, оглядываясь на GPT-2 (2019) и забегая вперёд к DeepSeek V3 и Llama 4 (2024–2025), можно удивиться, насколько структурно похожи эти модели до сих пор.Да, позиционные эмбеддинги эволюционировали от абсолютных к ротационным (RoPE), Multi-Head Attention в значительной степени уступил место Grouped-Query Attention, а более эффективный SwiGLU заменил функции активации вроде GELU. Но за этими мелкими улу Read more ›
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I recommend GL.iNet’s Mango travel router with OpenWrt, VPN support, and 300Mbps Wi-Fi, and it’s 15% off for Amazon Spring Deal Days. Read more ›
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18.03.2026 08:03
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