LLMOPS & AI INFRASTRUCTURE • 284 / 397
Operate AI like production: serving, GPUs, latency, capacity, routing and reliability.
INT8
INT8 uses 8-bit integer precision for quantized values.
Think of it like
Think of INT8 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 INT8 to keep cost and latency under control.
SRE lens
It can reduce memory substantially compared with 16-bit weights.
Remember thisINT8 uses 8-bit integer precision for quantized values.