LLMOPS & AI INFRASTRUCTURE • 259 / 397
Operate AI like production: serving, GPUs, latency, capacity, routing and reliability.
Model Endpoint
A model endpoint is the network-accessible interface through which inference requests are sent.
Think of it like
Think of Model Endpoint 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 Model Endpoint to keep cost and latency under control.
SRE lens
Health, capacity and rate limits matter at each endpoint.
Remember thisA model endpoint is the network-accessible interface through which inference requests are sent.