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You asked for it, so here it is. Visualizing CPU cache speeds relative to RAM. Cache optimization is important too!

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Ben Dicken

35,570 subscribers

1,474,004 просмотров • 1 год назад •via X (Twitter)

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But the KV cache is created for each transformer layer. By sending each layer’s KV cache after it’s computed, we overlap communication with computation. We stream the KV cache and hide the network delay. We achieve a 4x speedup in prefill & 3x in decode, with 0 network delay.
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