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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 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 (nightly) and TensorRT-LLM.

## Architecture Refresher

Expand Down Expand Up @@ -29,7 +29,7 @@ wget https://huggingface.co/nvidia/NVIDIA-Nemotron-3-Super-120B-A12B-NVFP4/raw/m
### Image

```
vllm/vllm-openai:v0.18.1-cu130
vllm/vllm-openai:cu130-nightly
```

### Serve Command
Expand All @@ -46,7 +46,7 @@ docker run --rm -it --gpus all \
-v ~/.cache/huggingface:/root/.cache/huggingface \
-v $(pwd)/super_v3_reasoning_parser.py:/app/super_v3_reasoning_parser.py \
-p 8000:8000 \
vllm/vllm-openai:v0.18.1-cu130 \
vllm/vllm-openai:cu130-nightly \
--model nvidia/NVIDIA-Nemotron-3-Super-120B-A12B-NVFP4 \
--served-model-name nemotron-3-super \
--host 0.0.0.0 \
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