The Strangest Bottleneck in Modern LLMs

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2026-02-16 11:15:01 -

Ever wonder why throwing more GPU power at LLMs doesn't magically make them respond instantly? This piece dives into the memory bandwidth bottleneck that's actually gating inference speed – not compute. A good primer if you've been puzzled by why hardware specs don't tell the whole story.

Ever wonder why throwing more GPU power at LLMs doesn't magically make them respond instantly? This piece dives into the memory bandwidth bottleneck that's actually gating inference speed – not compute. 🔍 A good primer if you've been puzzled by why hardware specs don't tell the whole story.

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The Strangest Bottleneck in Modern LLMs

Why insanely fast GPUs still can’t make LLMs feel instant The post The Strangest Bottleneck in Modern LLMs appeared first on Towards Data Science.

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