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Tagged: LLM architecture

2 articles on llm architecture.

The Open-Weight LLM Landscape in 2026: What Engineers Actually Need to KnowThe Open-Weight LLM Landscape in 2026: What Engineers Actually Need to Know
February 15, 2026

The Open-Weight LLM Landscape in 2026: What Engineers Actually Need to Know

The open-weight ecosystem has matured faster than most engineers realize. MoE proliferation, hybrid attention, and extended context windows are changing what's actually deployable on-premise — and that matters more than ever for healthcare AI.

EngineeringRead more →
From GPT-2 to DeepSeek: The Architectural Changes That Actually MatteredFrom GPT-2 to DeepSeek: The Architectural Changes That Actually Mattered
February 4, 2025

From GPT-2 to DeepSeek: The Architectural Changes That Actually Mattered

I've been reading ML papers for 10 years. Most don't matter. These architectural choices did. RoPE, GQA, SwiGLU — each one solved a real scaling problem. Here's what practitioners need to know when a new model claims 'better architecture.'

EngineeringRead more →

Clint Johnson

I build stuff for healthcare companies. Sometimes it works, sometimes I learn something. Always caffeinated, usually in Nashville.

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