How Full-Stack NIM Optimizations Deliver 2.5× More Concurrent Users on Nemotron 3 Ultra
A NVIDIA Developer post describes applying full‑stack NIM optimizations to production serving for the Nemotron 3 Ultra large language model, reporting up to a 2.5× increase in concurrent users served. The piece emphasizes that deployment is only the first step and that system‑level changes across the stack are needed to maximize real‑world throughput and scalability.