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# Nemotron 3 Super — DGX Spark Deployment Guide

DGX Spark ships a single Grace-Blackwell GPU with 128 GB of unified memory. This guide covers serving Nemotron 3 Super on a single DGX Spark using vLLM (nightly) and TensorRT-LLM.
DGX Spark ships a single Grace-Blackwell GPU with 128 GB of unified memory. This guide covers serving Nemotron 3 Super on a single DGX Spark using vLLM and TensorRT-LLM.
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## Architecture Refresher

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vllm/vllm-openai:cu130-nightly
```

MTP + NVFP4 on DGX Spark requires a vLLM nightly build (cu130). The pinned release `0.17.1` does not support this combination on a single-GPU Spark configuration.

### Serve Command

```bash
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