Why it matters

Edge PoP shapes ultra-low-latency. Understanding shapes emerging pattern.

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The architecture

Small models at edge.

Complex routing to origin for big models.

Cache heavily at edge.

Edge LLM stackEdge PoPsmany locationsSmall models at edgee.g. Llama 3BLarge model backupin origin regionCloudflare Workers AI + Fastly Compute@Edge growing; small models on edge
Edge PoP LLM.
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How it works end to end

Small models at edge.

Route to central for large.

Semantic cache at edge.