Inside vLLM: How PagedAttention Enables High-Throughput LLM Serving

vLLM's PagedAttention algorithm achieves 24x higher throughput than HuggingFace Transformers by applying OS virtual memory concepts to KV cache management. Here's how the architecture actually works.