NVIDIA DGX Station features tiered 748GB memory

While executing trillion-parameter models on a deskside workstation is a massive leap forward for data sovereignty, the performance of the tiered memory design will heavily depend on software optimization for HBM3e and LPDDR5X caching. The 748GB coherent memory pool allows developers to work on frontier models locally without the need for cloud clusters. However, splitting the memory pool introduces variable latencies, meaning not all 748GB will perform at peak HBM3e speeds. Ultimately, this architecture lowers the barrier to entry for enterprise AI prototyping while maintaining control over proprietary data.