GPU-optimized AI, Machine Learning, & HPC Software | NVIDIA NGC

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All You Need to Build AI. All in One Place.Welcome to the NGC Catalog - GPU Accelerated AI models and SDKs that help you infuse AI into your applications at speed of light

NVIDIA NIM

Deepseek-R1-Distill-Qwen-32BContainer

NVIDIA NIM for GPU accelerated DeepSeek-R1-Distill-Qwen-32B inference through OpenAI compatible APIs

Llama-3.2-11B-Vision-InstructContainer

The Llama 3.2 Vision instruction-tuned models are optimized for visual recognition, image reasoning, captioning, and answering general questions about an image.

CodeLlama-70B-InstructContainer

NVIDIA NIM for GPU accelerated CodeLlama-70B inference through OpenAI compatible APIs

Llama-3.2-3B-InstructContainer

NVIDIA NIM for GPU accelerated Llama-3.2-3B-Instruct inference through OpenAI compatible APIs

Getting Started

Language ModellingCollection - Natural Language Processing

A collection of easy to use, highly optimized Deep Learning Models for Language Modelling. Deep Learning Examples provides Data Scientist and Software Engineers with recipes to Train, fine-tune, and deploy State-of-the-Art Models

DeepStream - CV DeploymentCollection - Intelligent Video Analytics

DeepStream SDK delivers a complete streaming analytics toolkit for AI based video and image understanding and multi-sensor processing. The DeepStream SDK brings deep neural networks and other complex processing tasks into a stream processing pipeline.

NeMo - Automatic Speech RecognitionCollection - Automatic Speech Recognition

This collection contains NeMo models for Automatic Speech Recognition (ASR): Speech to Text, Speech Classification, Speaker Diarization, Speaker Verification, Speaker Recognition, Command Recognition, Voice Activity Detection

LLMs optimized for RTX PCsCollection - Windows Rtx Accelerated Models

A collection of TensorRT-LLM accelerated Windows RTX PC LLM models.

Command Line Interface

Want to get more from NGC? Everything you see here can be used and managed via our powerful CLI tools. Download Now

Documentation

We've got a whole host of documentation, covering the NGC UI and our powerful CLI. You can find out more here. Go to Documentation

AI Enterprise Documentation

Learn how to virtualize any application with NVIDIA virtual GPU technology. Go to Documentation

Enterprise Support

Get to access to knowledgebase articles and support cases. File a Ticket

Licensing Portal

Access the software & licensing portal for your products. Get Your Licenses

NGC Private Registry

Private Registries from NGC allow you to secure, manage, and deploy your own assets to accelerate your journey to AI. Learn More

Getting Started with NVIDIA AI Enterprise

Long-Term Support Branch 2 (LTSB 2)Collection - Advanced

Access the Long-Term Support Branches (LTSB) of AI frameworks and SDKs. Supported for 36-months, with quarterly patches for high and critical software vulnerabilities.

NeMo RetrieverCollection - Deep Learning

Nemo Retriever is a collection of NIMs reference architectures for RAG

NVIDIA AI Enterprise Infra 6Collection - Infrastructure

Access the latest infrastructure software and tools of the NVIDIA AI Enterprise 6 release, exclusively available with your NVIDIA AI Enterprise subscription.

Production Branch - October 2024 (PB 24h2)Collection - Deep Learning

Access the production branches of AI frameworks and SDKs. Supported for 9 months with monthly security patches.

Getting Started with NVIDIA Omniverse Enterprise

Production Branch - December 2024 (PB 24h2)Collection - Advanced

Access the production branches of Omniverse frameworks and SDKs. Supported for 9 months with monthly security patches.

Kit SDKCollection - Advanced

Kit SDK is a toolkit for building native Omniverse applications and microservices.

Omniverse Kit App StreamingCollection - Infrastructure

Omniverse Kit App Streaming

USD Search APICollection - Deep Learning

AI-powered search for OpenUSD data, 3D models, images, and assets using text or image-based inputs.

Popular Collections

NeMo RetrieverDeep Learning

Nemo Retriever is a collection of NIMs reference architectures for RAG

Build an AI Chatbot with RAGMachine Learning

Use a reference application to build a fully functional retrieval-augmented generation (RAG)-based AI chatbot built with NVIDIA NIMTM microservices

Automatic Speech RecognitionAutomatic Speech Recognition

A collection of easy to use, highly optimized Deep Learning Models for Recommender Systems. Deep Learning Examples provides Data Scientist and Software Engineers with recipes to Train, fine-tune, and deploy State-of-the-Art Models

NVIDIA HoloscanHealthcare

The AI sensor processing platform

Clara DiscoveryHealthcare

Clara Discovery is a collection of frameworks, applications, and AI models enabling GPU-accelerated computational drug discovery

Clara NLPHealthcare

Clara NLP is a collection of SOTA biomedical pre-trained language models as well as highly optimized pipelines for training NLP models on biomedical and clinical text

Clara ParabricksHealthcare

Clara Parabricks is a collection of software tools and notebooks for next generation sequencing, including short- and long-read applications. These tools are designed to be scalable, generating highly accurate results in an accelerated compute environmen

Cosmos World Foundation ModelsDeep Learning

Cosmos World Foundation Models: A family of highly performant pre-trained world foundation models purpose-built for generating physics-aware videos and world states for physical AI development.

Popular Containers

Python Basic for AI Workbench

Python Basic - AI Workbench Default Container

Manage and Monitor GPUs in Cluster Environments.

Validator for NVIDIA GPU Operator

Validates NVIDIA GPU Operator components

NVIDIA Driver Manager For Kubernetes

Manages NVIDIA Driver upgrades in Kubernetes cluster.

Popular Models

NeuralVAD enabled Parakeet 1.1B ASR Model

NeuralVAD enabled Parakeet 1.1B ASR Model

ChatGLM3-6B Chat Int4

ChatGLM3-6B is the latest open-source model in the ChatGLM series. ChatGLM3-6B introduces the following features (1) More Powerful Base Model (2) More Comprehensive Function Support (3) More Comprehensive Open-source Series.

A NeMo Megatron BERT based model trained on protein sequences.

Llama2-13b Chat Int4

LlaMa 2 is a large language AI model capable of generating text and code in response to prompts.

Popular Resources

Default Avatar Scene

The Default Avatar Scene is a pre-made 3D asset of an avatar scene compatible with the ACE Animation Pipeline.

tokkio_plugin_llm_rag

Resource for Tokkio LLM RAG plugin

Tokkio UI Web Assets

Prebuilt production-ready assets for the Tokkio UI

Endoscopy out of body Sample App Data

Holoscan Sample App data for Endoscopy out of body detection

Popular Helm Charts

ucs-tokkio-app-base-1-stream-llm-rag-3d-ov

ucs-tokkio-app-base-1-stream-llm-rag-3d-ov

RAG Application: Multimodal Chatbot

This example showcases multi modal usecase in a RAG pipeline. It can understand any kind of images in PDF or .pptx (like graphs and plots) alongside text and tables.

RAG Application: Multiturn Chatbot

This example showcases a RAG workflow with multi-turn conversation capabilities.

RAG Application: Structured Data Chatbot

Sample RAG application which can handle question-answering from tabular data stored in CSV format.