Posts Tagged "serving"

DeepSeek V4 Flash: when model, silicon and serving align

Under every AI product sits the same problem: turning GPUs and energy into tokens worth paying for, delivered fast enough for real work. DeepSeek V4 Flash is the cleanest alignment we have seen of a model built for serving efficiency, current silicon, and the engineering between. We measured what that alignment produces.