Large Language Model (LLM)
Last updated on
July 3, 2026
As the primary platform for GPU orchestration, Shakudo is perfectly aligned with NVIDIA's Nemotron family, providing seamless deployment via Triton Inference Server and TensorRT-LLM.
Managing a 550B parameter MoE model requires sophisticated infrastructure. Shakudo automates the complex sharding and distribution of Nemotron 3 Ultra across your H100, B200, and Rubin GPU clusters.
Deploy Nemotron 3 Ultra in your own data center or private cloud. Shakudo ensures you have the tools to run frontier models in your own infrastructure with no vendor lock-in.
The Nemotron family represents NVIDIA's transition from providing the world's compute foundation to defining its software intelligence. From the early Megatron-Turing NLG experiments to the highly efficient Nemotron-4 synthetic data generators, NVIDIA has consistently pushed the boundaries of model scale and efficiency. The Nemotron 3 series, developed in collaboration with the Nemotron Coalition, features a unique Hybrid Mamba-Transformer architecture that delivers unprecedented throughput on H100 and B200 clusters, solving the compute economics problem for large-scale enterprise AI adoption.
Enterprises select Nemotron for its deep integration with the NVIDIA ecosystem:
NVIDIA Nemotron 3 Ultra is built to extract every ounce of performance from your GPU infrastructure. Shakudo simplifies the deployment of this massive 550B parameter model by providing pre-configured environments optimized for the NVIDIA software stack, including TensorRT-LLM and Triton. We automate the complex multi-node sharding required for Nemotron, ensuring that your inference is as fast and cost-effective as possible while maintaining total data sovereignty.
