theAIcatchup

Visual gallery poster of 45 LLM architectures highlighting attention variants like MHA, GQA, and MLA

45 LLM Architectures Walked Into a Gallery—Most Won't Survive the Hype Cycle

A single gallery crams 45 LLM architectures into visual model cards, from vanilla multi-head attention to exotic sparse hybrids. But after 20 years in this game, I gotta ask: are these tweaks genius or desperate compute bandaids?

3 min read 1 week, 4 days ago

Illustration of transformer architecture evolving into linear attention hybrids and diffusion models

AI Hardware

Linear Attention Rebels: The LLM Shakeup Transformers Can't Ignore

Picture your AI zipping through novels like a bullet train, not crawling in traffic jams. Linear attention hybrids are dethroning transformers' quadratic tyranny.

4 min read 2 weeks ago

#LLM architectures

45 LLM Architectures Walked Into a Gallery—Most Won't Survive the Hype Cycle

Linear Attention Rebels: The LLM Shakeup Transformers Can't Ignore

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