NVIDIA catalog
Models, skills and blueprints for GPU jobs.
Browse NVIDIA workloads inside ICPX before creating a compute job.
nvidia
Accelerate Topic Modeling with BERTopic
Interactive topic maps from large text collections with cuML acceleration
nvidia
Boost Productivity with an AI Agent
Have an AI Chief of Staff organize your day
nvidia
Build a Multi-GPU AI PC
Homogeneous dual-GPU setups for llama.cpp tensor parallel and ComfyUI multi-GPU diffusion
nvidia
Build and Deploy a Multi-Agent Chatbot
Deploy a multi-agent chatbot system and chat with agents on your Spark
nvidia
Build Knowledge Graphs with txt2kg
Extract triples with Ollama or vLLM, store them in a graph database, and explore them in a GPU-accelerated web UI
nvidia
Chat with LLMs Using Open WebUI and Ollama
A self-hosted browser interface with models running locally on your GPU
nvidia
Connect Multiple DGX Spark through a Switch
Set up a cluster of DGX Spark devices that are connected through Switch
nvidia
Connect Multiple DGX Sparks for Distributed Workloads
Use NVIDIA Sync clustering so larger models and training can span nodes.
nvidia
Connect Remotely to Your AI Compute
Reach your machine remotely via NVIDIA Sync
nvidia
Connect Three DGX Spark in a Ring Topology
Connect and set up three DGX Spark devices in a ring topology
nvidia
Connect Two DGX Stations for Distributed Workloads
Combined memory and compute over a direct high-speed link
nvidia
Connect Two Nodes for Distributed Workloads
Combined memory and compute over a direct high-speed link
nvidia
Connect Two Sparks
Connect two Spark devices and setup them up for inference and fine-tuning
nvidia
Create with an AI Agent
Learn how to use generative AI and an AI assistant to create content on RTX Spark
nvidia
CUDA-X Data Science
Install and use NVIDIA cuML and NVIDIA cuDF to accelerate UMAP, HDBSCAN, pandas and more with zero code changes
nvidia
cuTile Kernels
Run cuTile kernel benchmarks, FMHA implementation, and LLM inference on DGX Spark and B300
nvidia
Deploy NVIDIA NIM for LLM Inference
Prebuilt, GPU-optimized model containers with a ready-to-use HTTP endpoint
nvidia
DGX Station AI Skills and dgx-assist
Inspect DGX Station software and route version-aware, CLI-backed workflows
nvidia
Fine-Tune Faster with Unsloth
Reduced memory use and minimal boilerplate for open models
nvidia
Fine-Tune FLUX.2 Klein for Custom Image Generation
Train a concept LoRA on FLUX.2 Klein with AI Toolkit
nvidia
Fine-Tune Isaac GR00T for Robot Skills
A vision-language-action policy adapted on LIBERO Spatial
nvidia
Fine-Tune LLMs with LLaMA Factory
One interface for supervised, RLHF, and parameter-efficient training
nvidia
Fine-Tune Specialized LLMs with Unsloth
LoRA, full training, and RL paths plus Nemotron open models
nvidia
Fine-Tune Vision Language Models
Image and video understanding adapted to your own specialized tasks
nvidia
Fine-Tune with NVIDIA NeMo
Hugging Face model training from single-GPU to multi-node jobs
nvidia
Generate Controlled Video with ComfyUI
Composition-locked storyboards to 4K with LTX-2.3 and RTX Video Super Resolution
nvidia
Generate Images and Video with ComfyUI
FLUX.2 image and LTX-2 video workflows you run locally with full creative control
nvidia
Generate Images and Videos with ComfyUI
Node-based diffusion workflows for images and videos with FLUX, Wan, HunyuanVideo, and Stable Diffusion
nvidia
How to Build a Multi-GPU AI PC - A Practical Guide
Many people explore local generative AI for privacy and to avoid token limits, but newer models require significant memory and compute—leading some to adopt multi-GPU setups.
nvidia
How to Get Started With Large Language Models on NVIDIA RTX PCs
Learn about using LLMs locally on PCs and workstations with Ollama, AnythingLLM, and LM Studio.
nvidia
Install and Use NVIDIA PAIR with llama.cpp
Route independent local AI requests across paired systems using llama.cpp, Ollama, or LM Studio
nvidia
Isaac GR00T N1.6 Fine-Tuning
Fine-tune and benchmark NVIDIA's GR00T N1.6 robotics foundation model on DGX Station
nvidia
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
nvidia
Monitor Your AI Compute with DGX Dashboard
Notebook access, GPU status, and update controls in one place
nvidia
Nemotron Model Family on DGX Spark
Deploy Nemotron 3 model family (Nemotron-3-Nano or Nemotron-3-Super) on DGX Spark
nvidia
NVFP4 Pretraining with Megatron Bridge
Pretrain Llama 3.1 8B with NVFP4 mixed precision on DGX Station using Megatron Bridge
nvidia
Portfolio Optimization
GPU-Accelerated portfolio optimization using cuOpt and cuML
nvidia
Quantize Models to NVFP4 with NVIDIA Model Optimizer
Cut memory ~3.5× vs FP16 while keeping accuracy close to FP8, then validate with an OpenAI-compatible endpoint
nvidia
Register AI Compute with Brev
A shared GPU workspace your team can access from anywhere
nvidia
Register DGX Station to Brev
Link your DGX Station to Brev for remote access and sharing
nvidia
Run Healthcare Agents with Local Inference
Sandboxed FHIR analysis and protein structures with OpenClaw
nvidia
Run Hermes Agent with a Local LLM
Chat from the terminal against local vLLM with the self-improving Nous Research agent (Telegram optional)
nvidia
Run LLMs on Your NVIDIA Device
Choose a model and spin it up locally on your NVIDIA device
nvidia
Run Local LLMs
Chat, agents, coding, and document Q&A with Ollama, LM Studio, and AnythingLLM on your hardware
nvidia
Run Multi-Modal Inference with TensorRT
GPU-accelerated text-to-image generation with diffusion models
nvidia
Run NemoClaw with a Local LLM
Build a local AI assistant in an OpenShell sandbox with vLLM inference and optional Telegram
nvidia
Run OpenClaw with a Local LLM
Install a local-first AI agent and connect it to a private OpenAI-compatible model endpoint
nvidia
Secure AI Agents with OpenShell
Isolate AI coding agents like Pi with kernel-level policies and a locally served vLLM model
nvidia
Serve LLMs with LM Studio
Local models reachable from your own machine's tools over an encrypted link
nvidia
Serve LLMs with SGLang
High-throughput serving with RadixAttention, structured output, and an OpenAI-compatible API
nvidia
Serve LLMs with vLLM Across DGX Sparks
Guided and configurable model serving across DGX Spark clusters
nvidia
Serve LLMs with vLLM on One Device
A locally accessible model API from one DGX Spark or Station
nvidia
Serve Models with llama.cpp
Efficient inference for any GGUF model with minimal dependencies
nvidia
Set Up Agent Skills for DGX Station
Inspect, search, diagnose, and run qualified recipes with approval
nvidia
Set up an AI Home Assistant
Control your smart home, and equip an agent with knowledge to help you maintain it
nvidia
Set Up Claude Code with Local Inference
A coding agent connected to a local Ollama model
nvidia
Set Up CLI Coding Agents with Local Inference
Your chosen agent connected to a local model in one command
nvidia
Set Up Example NemoClaw Agents
Ready-to-run workflows you can copy and personalize
nvidia
Set Up Isaac Sim and Isaac Lab
Realistic robot simulation and RL training before real-world deployment
nvidia
Set Up NCCL for Multi-Node GPU Communication
Benchmarked interconnect bandwidth for distributed training across nodes
nvidia
Set Up Your First AI Agent on Your RTX Spark
Learn the basics of installing & running agents
nvidia
Setup your AI Development Workspace
Configure your dev environment and a coding agent
nvidia
Single-cell RNA Sequencing
An end-to-end GPU-powered workflow for scRNA-seq using RAPIDS
nvidia
Spark & Reachy Photo Booth
AI augmented photo booth using the DGX Spark and Reachy Mini.
nvidia
Stream Real-Time Video to a Vision Language Model
A webcam-based testbed for comparing VLMs across backends
nvidia
Topic Modeling
Extract insights from massive text datasets using cuML's GPU-accelerated BERTopic
nvidia
TRT LLM for Inference
Install and use TensorRT-LLM on DGX Spark
nvidia
Vibe Coding in VS Code
Use DGX Spark as a local or remote Vibe Coding assistant with Ollama and Continue
nvidia
Accelerate Topic Modeling with BERTopic
Interactive topic maps from large text collections with cuML acceleration
nvidia
Boost Productivity with an AI Agent
Have an AI Chief of Staff organize your day
nvidia
Build a Multi-GPU AI PC
Homogeneous dual-GPU setups for llama.cpp tensor parallel and ComfyUI multi-GPU diffusion
nvidia
Build and Deploy a Multi-Agent Chatbot
Deploy a multi-agent chatbot system and chat with agents on your Spark
nvidia
Build Knowledge Graphs with txt2kg
Extract triples with Ollama or vLLM, store them in a graph database, and explore them in a GPU-accelerated web UI
nvidia
Chat with LLMs Using Open WebUI and Ollama
A self-hosted browser interface with models running locally on your GPU
nvidia
Connect Multiple DGX Spark through a Switch
Set up a cluster of DGX Spark devices that are connected through Switch
nvidia
Connect Multiple DGX Sparks for Distributed Workloads
Use NVIDIA Sync clustering so larger models and training can span nodes.
nvidia
Connect Remotely to Your AI Compute
Reach your machine remotely via NVIDIA Sync
nvidia
Connect Three DGX Spark in a Ring Topology
Connect and set up three DGX Spark devices in a ring topology
nvidia
Connect Two DGX Stations for Distributed Workloads
Combined memory and compute over a direct high-speed link
nvidia
Connect Two Nodes for Distributed Workloads
Combined memory and compute over a direct high-speed link
nvidia
Connect Two Sparks
Connect two Spark devices and setup them up for inference and fine-tuning
nvidia
Create with an AI Agent
Learn how to use generative AI and an AI assistant to create content on RTX Spark
nvidia
CUDA-X Data Science
Install and use NVIDIA cuML and NVIDIA cuDF to accelerate UMAP, HDBSCAN, pandas and more with zero code changes
nvidia
cuTile Kernels
Run cuTile kernel benchmarks, FMHA implementation, and LLM inference on DGX Spark and B300
nvidia
Deploy NVIDIA NIM for LLM Inference
Prebuilt, GPU-optimized model containers with a ready-to-use HTTP endpoint
nvidia
DGX Station AI Skills and dgx-assist
Inspect DGX Station software and route version-aware, CLI-backed workflows
nvidia
Fine-Tune Faster with Unsloth
Reduced memory use and minimal boilerplate for open models
nvidia
Fine-Tune FLUX.2 Klein for Custom Image Generation
Train a concept LoRA on FLUX.2 Klein with AI Toolkit
nvidia
Fine-Tune Isaac GR00T for Robot Skills
A vision-language-action policy adapted on LIBERO Spatial
nvidia
Fine-Tune LLMs with LLaMA Factory
One interface for supervised, RLHF, and parameter-efficient training
nvidia
Fine-Tune Specialized LLMs with Unsloth
LoRA, full training, and RL paths plus Nemotron open models
nvidia
Fine-Tune Vision Language Models
Image and video understanding adapted to your own specialized tasks
nvidia
Fine-Tune with NVIDIA NeMo
Hugging Face model training from single-GPU to multi-node jobs
nvidia
Generate Controlled Video with ComfyUI
Composition-locked storyboards to 4K with LTX-2.3 and RTX Video Super Resolution
nvidia
Generate Images and Video with ComfyUI
FLUX.2 image and LTX-2 video workflows you run locally with full creative control
nvidia
Generate Images and Videos with ComfyUI
Node-based diffusion workflows for images and videos with FLUX, Wan, HunyuanVideo, and Stable Diffusion
nvidia
How to Build a Multi-GPU AI PC - A Practical Guide
Many people explore local generative AI for privacy and to avoid token limits, but newer models require significant memory and compute—leading some to adopt multi-GPU setups.
nvidia
How to Get Started With Large Language Models on NVIDIA RTX PCs
Learn about using LLMs locally on PCs and workstations with Ollama, AnythingLLM, and LM Studio.
nvidia
Install and Use NVIDIA PAIR with llama.cpp
Route independent local AI requests across paired systems using llama.cpp, Ollama, or LM Studio
nvidia
Isaac GR00T N1.6 Fine-Tuning
Fine-tune and benchmark NVIDIA's GR00T N1.6 robotics foundation model on DGX Station
nvidia
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
nvidia
Monitor Your AI Compute with DGX Dashboard
Notebook access, GPU status, and update controls in one place
nvidia
Nemotron Model Family on DGX Spark
Deploy Nemotron 3 model family (Nemotron-3-Nano or Nemotron-3-Super) on DGX Spark
nvidia
NVFP4 Pretraining with Megatron Bridge
Pretrain Llama 3.1 8B with NVFP4 mixed precision on DGX Station using Megatron Bridge
nvidia
Portfolio Optimization
GPU-Accelerated portfolio optimization using cuOpt and cuML
nvidia
Quantize Models to NVFP4 with NVIDIA Model Optimizer
Cut memory ~3.5× vs FP16 while keeping accuracy close to FP8, then validate with an OpenAI-compatible endpoint
nvidia
Register AI Compute with Brev
A shared GPU workspace your team can access from anywhere
nvidia
Register DGX Station to Brev
Link your DGX Station to Brev for remote access and sharing
nvidia
Run Healthcare Agents with Local Inference
Sandboxed FHIR analysis and protein structures with OpenClaw
nvidia
Run Hermes Agent with a Local LLM
Chat from the terminal against local vLLM with the self-improving Nous Research agent (Telegram optional)
nvidia
Run LLMs on Your NVIDIA Device
Choose a model and spin it up locally on your NVIDIA device
nvidia
Run Local LLMs
Chat, agents, coding, and document Q&A with Ollama, LM Studio, and AnythingLLM on your hardware
nvidia
Run Multi-Modal Inference with TensorRT
GPU-accelerated text-to-image generation with diffusion models
nvidia
Run NemoClaw with a Local LLM
Build a local AI assistant in an OpenShell sandbox with vLLM inference and optional Telegram
nvidia
Run OpenClaw with a Local LLM
Install a local-first AI agent and connect it to a private OpenAI-compatible model endpoint
nvidia
Secure AI Agents with OpenShell
Isolate AI coding agents like Pi with kernel-level policies and a locally served vLLM model
nvidia
Serve LLMs with LM Studio
Local models reachable from your own machine's tools over an encrypted link
nvidia
Serve LLMs with SGLang
High-throughput serving with RadixAttention, structured output, and an OpenAI-compatible API
nvidia
Serve LLMs with vLLM Across DGX Sparks
Guided and configurable model serving across DGX Spark clusters
nvidia
Serve LLMs with vLLM on One Device
A locally accessible model API from one DGX Spark or Station
nvidia
Serve Models with llama.cpp
Efficient inference for any GGUF model with minimal dependencies
nvidia
Set Up Agent Skills for DGX Station
Inspect, search, diagnose, and run qualified recipes with approval
nvidia
Set up an AI Home Assistant
Control your smart home, and equip an agent with knowledge to help you maintain it
nvidia
Set Up Claude Code with Local Inference
A coding agent connected to a local Ollama model
nvidia
Set Up CLI Coding Agents with Local Inference
Your chosen agent connected to a local model in one command
nvidia
Set Up Example NemoClaw Agents
Ready-to-run workflows you can copy and personalize
nvidia
Set Up Isaac Sim and Isaac Lab
Realistic robot simulation and RL training before real-world deployment
nvidia
Set Up NCCL for Multi-Node GPU Communication
Benchmarked interconnect bandwidth for distributed training across nodes
nvidia
Set Up Your First AI Agent on Your RTX Spark
Learn the basics of installing & running agents
nvidia
Setup your AI Development Workspace
Configure your dev environment and a coding agent
nvidia
Single-cell RNA Sequencing
An end-to-end GPU-powered workflow for scRNA-seq using RAPIDS
nvidia
Spark & Reachy Photo Booth
AI augmented photo booth using the DGX Spark and Reachy Mini.
nvidia
Stream Real-Time Video to a Vision Language Model
A webcam-based testbed for comparing VLMs across backends
nvidia
Topic Modeling
Extract insights from massive text datasets using cuML's GPU-accelerated BERTopic
nvidia
TRT LLM for Inference
Install and use TensorRT-LLM on DGX Spark
nvidia
Vibe Coding in VS Code
Use DGX Spark as a local or remote Vibe Coding assistant with Ollama and Continue