Managing Tradeoffs via Inference Efficient Frontiers

Inference engineering involves managing tradeoffs between latency, throughput, cost, and quality. Engineers can either move along an existing frontier by adjusting quantization or pruning, or push the entire frontier outward through architectural or deployment improvements.