Hardware-Agnostic Layer

vLLM Goes Dual-Track: LLM Inference Admits Performance and Portability Don't Mix

vLLM hardware-agnostic layer costs 3.4% throughput, but peak performance and portability can no longer share code. Paradigm shift for self-hosted AI.