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A long prefill blocks every decode behind it, and chunking is the fix

Prefill and decode compete for one device, and a prompt processed in one piece stalls every running generation for its duration. Splitting it into chunks bounds that stall to one chunk, at the cost of finishing the prefill more slowly.

14 MIN · PREMIUM

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