vLLM PagedAttention: Optimize GPU VRAM for 3x Faster LLM Inference
Building high-performance LLM inference servers often hits a wall: GPU memory fragmentation. Traditional serving methods allocate a fixed, contiguous block for the KV (Key-Value) cache, leading to …