Why OS Virtual Memory Paging Saved LLM Inference: The vLLM Breakthrough
Why OS Virtual Memory Paging Saved LLM Inference: The vLLM Breakthrough In high-throughput Large Language Model (LLM) serving, the primary hardware bottleneck is rarely raw compute (FLOPs)—it is GPU High-Bandwidth Memory (VRAM) . Specifically, the auto-regressive generation of tokens requires savin…
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- 2026-11-10 20:38 · DEV Community — Machine Learning
Why OS Virtual Memory Paging Saved LLM Inference: The vLLM Breakthrough