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Evan Miller

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07:55
2026-07-17
dev.to
large-language-models

Attention Sinks: Why Streaming LLMs Break When You Evict Token 0

A developer explains that attention sinks—tokens at position 0 that absorb excess attention weight—cause streaming LLMs to fail when evicted from the KV cache. The softmax normalization forces the mod…

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