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Start Building AI on DGX Station

Find examples to run the most powerful AI workloads on NVIDIA GB300 Grace Blackwell Ultra Desktop Superchip

Stay informed about DGX Station

The ultimate deskside AI supercomputer powered by NVIDIA Grace Blackwell.

Enterprise-Grade Agentic AI At Your Desk

Data center performance at your desk

Run NemoClaw with a Local LLM

Run NemoClaw with a Local LLM

Build your first local AI assistant on DGX Station using NemoClaw in a secure sandbox, with optional Telegram.

Develop Powerful AI Workflows

Experience The World's Most Powerful Local AI Supercomputer

DGX Station AI Skills for Coding Agents15 MIN

Give your coding agent (Claude Code, Codex, Gemini CLI, Cursor) DGX Station expertise via an AGENTS.md and on-demand Agent Skills

vLLM for Inference30 MIN

Install and use vLLM on DGX Station

Image & Video Generation with ComfyUI45 MIN

Generate images and videos with FLUX, Wan 2.1, HunyuanVideo, and Cosmos on DGX Station

Isaac GR00T N1.6 Fine-Tuning45 MIN

Fine-tune and benchmark NVIDIA's GR00T N1.6 robotics foundation model on DGX Station

See More Playbooks Below

Explore Playbooks

Detailed instructions to set up and run popular AI workflows on DGX Station

30 MIN

Text to Knowledge Graph on DGX Station

Transform unstructured text into interactive knowledge graphs with LLM inference and graph visualization

Station Knowledge Graphs NLP Ollama DGX Station Graph Databases Graph Visualization GB300

Last updated on March 5, 2026

45 MIN

Topic Modeling

Extract insights from massive text datasets using cuML's GPU-accelerated BERTopic

Station NLP BERTopic Machine Learning cuML

Last updated on March 9, 2026

30 MIN

Nanochat Training

Train a small ChatGPT-style LLM (nanochat) with tokenizer, pretraining, midtraining, and SFT on DGX Station with GB300 Ultra

Station nanochat PyTorch DGX Station LLM Fine-tuning GB300

Last updated on March 5, 2026

30 MIN

NVFP4 Pretraining with Megatron Bridge

Pretrain Llama 3.1 8B with NVFP4 mixed precision on DGX Station using Megatron Bridge

Station NVFP4 Megatron Bridge

Last updated on May 27, 2026

30 MIN

vLLM for Inference

Install and use vLLM on DGX Station

Last updated on March 9, 2026

30 MIN

LLM Inference with SGLang

Serve LLMs with SGLang on DGX Station (Qwen3-8B default; Qwen3.6 MoE optional)—prefix-cached multi-turn, structured output, benchmarks, and inference-server guidance

RadixAttention Structured Output Blackwell DGX Station Inference SGLang GB300

Last updated on May 26, 2026

45 MIN

Image & Video Generation with ComfyUI

Generate images and videos with FLUX, Wan 2.1, HunyuanVideo, and Cosmos on DGX Station

Image Generation ComfyUI Docker Video Generation DGX Station Wan 2.1 FLUX HunyuanVideo Cosmos GB300

Last updated on May 26, 2026

45 MIN

Isaac GR00T N1.6 Fine-Tuning

Fine-tune and benchmark NVIDIA's GR00T N1.6 robotics foundation model on DGX Station

Fine-Tuning Isaac GR00T Blackwell DGX Station VLA Robotics GB300

Last updated on May 26, 2026

15 MIN

MIG on DGX Station

Enable and configure Multi-Instance GPU (MIG) on DGX Station with GB300 Ultra (B300 GPUs)

System Configuration DGX Station MIG GPU Partitioning B300 GB300

Last updated on March 5, 2026

5 MIN

Register DGX Station to Brev

Link your DGX Station to Brev for remote access and sharing

DGX Station Brev

Last updated on May 30, 2026

1 HR

NVFP4 Quantization

Quantize a model to NVFP4 to run on DGX Station using TensorRT Model Optimizer

Last updated on March 5, 2026

15 MIN

DGX Station AI Skills for Coding Agents

Give your coding agent (Claude Code, Codex, Gemini CLI, Cursor) DGX Station expertise via an AGENTS.md and on-demand Agent Skills

AI Agents Blackwell DGX Station MIG Cursor SGLang Gemini CLI Codex Station AGENTS.md Claude Code Agent Skills Mixed Coherency GB300

Last updated on May 30, 2026

30 MIN

Run NemoClaw with a Local LLM

Build your first local AI assistant on DGX Station using NemoClaw in a secure sandbox, with optional Telegram.

Telegram Agentic Workflow NemoClaw DGX Station OpenShell

Last updated on April 27, 2026

30 MINS

Secure Long Running AI Agents with OpenShell on DGX Station

Run OpenClaw with local models in an NVIDIA OpenShell sandbox on DGX Station

DGX Station OpenShell Security AI Agent GB300

Last updated on March 16, 2026

30 MINS

Local Coding Agent

Run local CLI coding agents with Claude Code and Ollama on DGX Station (NVIDIA GB300) using qwen3.6:27b

Coding Ollama Claude Code DGX Station LLM GB300

Last updated on March 25, 2026

60 MIN

Local Healthcare Agent on DGX Station

Run healthcare AI agents that analyze patient data and predict protein structures in an OpenShell sandbox on DGX Station

OpenFold3 NemoClaw Nemotron DGX Station OpenShell Healthcare FHIR AI Agent GB300

Last updated on May 15, 2026

2 HRS

Profiler-Driven Kernel Optimization for Fine-Tuning

Use torch.profiler to find training bottlenecks, then write custom Triton kernels to optimize LLaMA 8B fine-tuning

Station Fine-Tuning Performance Optimization Kernel Development DGX Station LLaMA Triton GB300

Last updated on May 26, 2026

What's New

New and majorly updated playbooks

60 MIN

Connect Two DGX Stations for Distributed Workloads

Combined memory and compute over a direct high-speed link

DGX Station NCCL Multi-Node

Last updated on July 20, 2026

30 MIN

Run NemoClaw with a Local LLM

Build your first local AI assistant on DGX Station using NemoClaw in a secure sandbox, with optional Telegram.

Telegram Agentic Workflow NemoClaw DGX Station OpenShell

Last updated on April 27, 2026