Holotron-12B multimodal high-throughput agent released; available on Hugging Face

AI Impact Summary

Holotron-12B is a production-focused multimodal agent built on the Nemotron VL foundation, employing a hybrid SSM-attention stack to deliver high-throughput inference. In benchmarks, it reaches 8.9k tokens/s at 100 concurrent requests on a single H100 with vLLM, significantly reducing memory footprint and enabling larger effective batch sizes for long-context, multi-image agent workloads. The release via Hugging Face under NVIDIA Open Model License and the stated roadmap to Nemotron 3 Omni signal a rapid path to enterprise deployment, with strong implications for data generation, annotation, and online reinforcement learning workloads.