A lot of work goes into serving a model efficiently. For the Nemotron 3 Ultra NIM, our engineers tuned caching, memory, parallelism, decoding and more. On four

A lot of work goes into serving a model efficiently. For the Nemotron 3 Ultra NIM, our engineers tuned caching, memory, parallelism, decoding and more. On four B200 GPUs, those optimizations supported up to 2.5x more concurrent users while maintaining 50 TPS/user. Read the engineering deep dive → …