Did you know vLLM treats GPU memory like an operating system treats RAM?

vLLM's PagedAttention revolutionizes GPU memory management for LLM serving by treating memory like an operating system treats RAM. Instead of pre-allocating massive blocks, it uses virtual memory paging to achieve 24x higher throughput.

This breakthrough lets you serve 200+ concurrent users on hardware that traditionally handled fewer than 10. Memory utilization jumps from under 10% to over 90% - a game-changer for inference economics.

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Видео Did you know vLLM treats GPU memory like an operating system treats RAM? канала Massed Compute