The 30B parameter Nemotron 3.5 Lightning now deploys via Amazon SageMaker JumpStart. It uses only 3B active parameters to run on a single GPU. This architecture delivers 4x higher throughput for high-volume agentic workloads. Practitioners can now execute repetitive, specialized agent steps without needing frontier-scale infrastructure or manual serving configuration.