LLMOPS & AI INFRASTRUCTURE • 272 / 397
Operate AI like production: serving, GPUs, latency, capacity, routing and reliability.
vLLM
vLLM is a popular open-source LLM inference and serving engine designed for high-throughput generation.
Think of it like
Think of vLLM like familiar infrastructure capacity and traffic engineering, except the scarce resources are often tokens, GPU memory and model latency.
Real life
High-scale AI services depend on vLLM to keep cost and latency under control.
SRE lens
SREs may tune batching, parallelism and GPU memory utilization in vLLM deployments.
Remember thisvLLM is a popular open-source LLM inference and serving engine designed for high-throughput generation.