What Multi-Node vLLM Serving Really Costs Per GPU
Multi-node vLLM serving audited: we normalize the 607.8 tok/s two-station GLM-5.3 demo per GPU, price the all-reduce tax, and derive a scale-out rule.
Tag
#vllm
Posts tagged with vllm
2 posts
Structured Output Local LLM Tactics That Survive Production
Structured output local LLM enforcement means choosing JSON mode, grammar decoding, or tool-calling. Each trades latency, throughput, and reliability.