One model. Video, audio, images, and documents - from a single endpoint. We deployed NVIDIA Nemotron 3 Nano Omni on Hyperstack and put its multimodal pipeline to work. In this tutorial: → vLLM serving on a single NVIDIA H100 80GB (62 GB BF16 checkpoint) → 256K token context window with native reasoning mode → PDF extraction - structured JSON from complex financial documents → Hour-long audio transcription with word-level timestamps and action-item extraction → Video summarisation and temporal Q&A from a single prompt → Disabling thinking mode for latency-sensitive tasks 67.04 on OCRBenchV2. 89.39 on VoiceBench. 72.2 on Video-MME. One deployment. Full tutorial on the blog: bit.ly/4duBhjd #Nemotron #MultimodalAI