NGC Catalog

All you need to build AI—GPU-optimized containers, pretrained models, SDKs, and Helm charts—unified in one catalog for cloud, data-center, or edge.

Top Technology

The most-downloaded AI frameworks, models, and SDKs on NGC—curated by NVIDIA, battle-tested by the community, ready to accelerate your next project.
NVIDIA
NVIDIA
PyTorch
PyTorch is a GPU accelerated tensor computational framework. Functionality can be extended with common Python libraries such as NumPy and SciPy. Automatic differentiation is done with a tape-based system at the functional and neural network layer levels.
Container
Triton Inference Server is an open source software that lets teams deploy trained AI models from any framework, from local or cloud storage and on any GPU- or CPU-based infrastructure in the cloud, data center, or embedded devices.
Container
NVIDIA
NVIDIA
cuda
Container registry for CUDA images
Container
NVIDIA Developer Program
NVIDIA NIM for GPU accelerated DeepSeek-R1 inference through OpenAI compatible APIs
Container
Collection
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.
815
Collection
NVIDIA DeepStream SDK enables developers to build accelerated pipelines for a wide range of use-cases such as IVA, retail, industrial inspection, and many more with minimal development effort.
2273

NVIDIA NIM

A set of easy-to-use microservices for accelerating the deployment of foundation models on any cloud or data center and helps keep your data secure.
NVIDIA NeMo Microservices
The NVIDIA Retrieval QA Llama3.2 1b Embedding NIM is an embedding NIM optimized for multilingual and crosslingual text question-answering retrieval.
Container
NVIDIA AI Enterprise
RIVA TTS NIM provide easy access to state-of-the-art text to speech models, capable of synthesizing English speech from text
Container
NVIDIA AI Enterprise
The NVIDIA Retrieval QA Llama 1B Reranking NIM is a NIM optimized for providing a logit score that represents how relevant a document(s) is to a given query, fine-tuned for multilingual and cross-lingual text question-answering retrieval.
Container
The GPT-OSS-120b-Turbo NIM container packages OpenAI's GPT-OSS-120b large language model, a sparse Mixture of Experts (MoE) architecture with 120B total parameters and 5.1B active parameters, as an NVIDIA NIM microservice.
Container
DeepSeek-V3.1-Terminus is an LLM optimized for text generation, reasoning, coding, and tool use. It keeps the original model’s strengths while improving language consistency and enhancing its Code and Search Agents.
Container
NVIDIA Developer Program
Please add descriptionNVIDIA NIM for GPU accelerated Mixtral-8x7B-Instruct-v0.1 inference through OpenAI compatible APIs
Container

Try NVIDIA AI Enterprise

NVIDIA software that is portable across the cloud, data center, and edge. The software is designed to deliver optimized performance, robust security, and stability for development and production AI use cases.
NeMo Retriever
Nemo Retriever is a collection of NIMs reference architectures for RAG
424
NVIDIA AI Enterprise Infra 7
NVIDIA
NVIDIA
NVIDIA AI Enterprise
NVIDIA AI Enterprise Infra 7
Access the latest infrastructure software and tools of the NVIDIA AI Enterprise 7 release, exclusively available with your NVIDIA AI Enterprise subscription.  This collection includes Government Ready images for regulated environments.
333
Long-Term Support Branch 2 (LTSB 2)
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.
51
Production Branch - May 2025 (PB 25h1)
Access the production branches of AI frameworks and SDKs. Supported for 9 months with monthly security patches.
111

Try NVIDIA Omniverse

A collection of libraries and microservices for developing physical AI applications, such as industrial digital twins and robotics simulation.
Omniverse (PB 25h1)
Access the production branches of Omniverse frameworks and SDKs. Supported for 9 months with monthly security patches.
6716
Omniverse Kit (FB)
Feature Branches provide cutting-edge updates, incorporating the latest Kit Application Framework, Kit Extensions, and Omniverse SDKs. These branches are regulary updated and tailored for developers needing early access to innovations.
110
Omniverse Kit App Streaming
Omniverse Kit App Streaming
551
USD Search API
AI-powered search for OpenUSD data, 3D models, images, and assets using text or image-based inputs.
12

Top Use Cases

Explore mission-ready playbooks—synthetic data generation, AI assistants, virtual factories, and more—powered by the catalog's most-downloaded models, containers, and resources.

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