LLMOPS & AI INFRASTRUCTURE • 283 / 397
Operate AI like production: serving, GPUs, latency, capacity, routing and reliability.
BF16
BF16 is a 16-bit floating-point format with a wide exponent range, common in modern AI training and inference.
Think of it like
Think of BF16 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 BF16 to keep cost and latency under control.
SRE lens
Hardware support affects performance and deployment choices.
Remember thisBF16 is a 16-bit floating-point format with a wide exponent range, common in modern AI training and inference.