Generative AI

NVIDIA NeMo

Build, customize, and deploy generative AI.

What Is NVIDIA NeMo?

NVIDIA NeMo™ is an end-to-end platform for developing custom generative AI—including large language models (LLMs), multimodal, vision, and speech AI —anywhere. Deliver enterprise-ready models with precise data curation, cutting-edge customization, retrieval-augmented generation (RAG), and accelerated performance.

Generative AI Essentials

Get on the fast-track to enterprise transformation with generative AI. This series of on-demand webinars offers a roadmap to accelerated development and deployment, offering the knowledge you need to take full advantage of this breakthrough technology.

Explore the Benefits of NVIDIA NeMo for Generative AI

Flexible

Train and deploy generative AI anywhere, across clouds, data centers, and the edge.

Production Ready

Deploy into production with a secure, optimized, full-stack solution that offers support, security, and API stability as part of NVIDIA AI Enterprise.

Increased ROI

Quickly train, customize, and deploy large language models (LLMs), vision, multimodal, and speech AI at scale, reducing time to solution and increasing ROI.

 

Accelerated Performance

Maximize throughput and minimize LLM training time with multi-node, multi-GPU training and inference.

End-to-End Pipeline

Experience the benefits of a complete solution for the LLM pipeline—from data processing and training to inference of generative AI models.

Complete Solution for Building Enterprise-Ready LLMs

The Features of NVIDIA NeMo

Accelerate the adoption of custom generative AI with NVIDIA NeMo microservices. Our advanced custom generative AI platform is now available as a set of microservices, offering a range of benefits to enterprises across industries.

Accelerate Data Curation

NeMo Curator

NVIDIA NeMo Curator is a GPU-accelerated data-curation tool that enables large-scale, high-quality datasets for pretraining LLMs.

NeMo Curator for Accelerated Data Curation for LLMs

Simplify Fine-Tuning

NeMo Customizer

NVIDIA NeMo Customizer is a high-performance, scalable microservice that simplifies fine-tuning and alignment of LLMs for domain-specific use cases, making it easier to adopt generative AI across industries.

NeMo Customize to Simplify Fine-Tuning of LLMs

Evaluate Models

NeMo Evaluator

NVIDIA NeMo Evaluator provides automatic assessment of custom generative AI models across academic and custom benchmarks on any platform.

NeMo Evaluator for Evaluating Custom Generative AI Models

Seamless Data Retrieval

NeMo Retriever

NVIDIA NeMo Retriever is a collection of generative AI microservices that enable organizations to seamlessly connect custom models to diverse business data and deliver highly accurate responses.

NeMo Retriever Generative AI Microservices for Seamless Data Retreival

Generative AI Guardrails

NeMo Guardrails

NVIDIA NeMo Guardrails orchestrates dialog management, ensuring accuracy, appropriateness, and security in smart applications with LLMs. It safeguards organizations overseeing generative AI systems.

NeMo Gaurdrails for Safegaurding Generative AI

Generative AI Inference

NVIDIA NIM

NVIDIA NIM, part of NVIDIA AI Enterprise, is an easy-to-use software designed to accelerate deployment of generative AI across clouds, data centers, and workstations.

NVIDIA Inference Microservices for Generative AI Deployment

Scale Your Business Applications With Generative AI

Experience, prototype, and deploy AI with production-ready APIs that run anywhere.

NVIDIA NeMo in the News

Check out the latest NVIDIA press releases to see how NeMo and generative AI are impacting diverse industries, partner collaborations, and more.

Leading Adopters Across Industries

Resources

Featured

Building and Deploying Generative AI Models

Enterprises are turning to generative AI to revolutionize the way they innovate, optimize operations, and build a competitive advantage. NeMo is an end-to-end, cloud-native framework for curating data, training and customizing foundation models, and running inference at scale. It supports text-to-text, text-to-image, and text-to-3D models and image-to-image generation.

Generative AI for Developers

Unlock the power of generative AI with an accelerated computing platform—including full-stack optimizations, an innovative chip architecture, acceleration libraries, and application development frameworks—and hands-on technical training.

Elevate Your LLM Skills

Take advantage of our comprehensive LLM learning path, covering fundamental to advanced topics featuring hands-on training developed and delivered by NVIDIA experts. You can opt for the flexibility of self-paced courses or enroll in instructor-led workshops to earn a certificate of competency.

Get Certified by NVIDIA

Showcase your Generative AI skills and advance your career by getting certified by NVIDIA. Our new professional certification program offers two developer exams focusing on proficiency in large language models (LLMs) and multimodal workflow skills.

Large Language Models for Enterprise Solutions

Whether you’re a data scientist looking to build custom models or a chief data officer exploring the potential of LLMs for your organization, read on for valuable insights and guidance.

Mastering LLM Techniques

Learn what the most pressing challenges are when doing LLM inference. Get a basic understanding of transformer architecture, the attention mechanism in general, and access to practical solutions.

Unlock the Power of Enterprise LLMs With NVIDIA NeMo

See how NVIDIA NeMo helps organizations streamline the development and deployment of custom LLMs, ultimately facilitating seamless integration of AI capabilities within business operations through NVIDIA AI Enterprise.

Adopt Large Language Models

Explore the latest tools, optimizations, and best practices for large language models.

Tap Into the Power of RAG

Tap into the power of retrieval-augmented generation (RAG) with insights and best practices from visionary CEOs, data scientists, and others.

Deploy Large Language Models

Learn how inference for LLMs is driving breakthrough performance for AI-enabled applications and services.

Dropbox

Bringing Personalized Generative AI to Customers

Dropbox plans to leverage NVIDIA’s AI foundry to build custom models and improve AI-powered knowledge work with the Dropbox Dash universal search tool and Dropbox AI.

Writer

Startup Pens Generative AI Success Story With NeMo

Using NVIDIA NeMo, Writer is building LLMs that are helping hundreds of companies create custom content for enterprise use cases across marketing, training, support, and more.

Amdocs

Bringing Custom Generative AI to the Global Telco Industry

Amdocs plans to build custom LLMs for the $1.7 trillion global telecommunications industry using NVIDIA’s AI foundry on Microsoft Azure.

Generative AI and LLM News

Stay up to date on the latest breakthroughs and developments, and get notified first when new technologies are available.

Access Developer Resources

Join the NVIDIA Developer Program to get access to generative AI tools, AI models, training, documentation, expert forums, and more.

Accelerate Your Startup

Join the NVIDIA Inception program to get access to generative AI resources, preferred pricing, and exposure to venture capitalists at all stages.

Next Steps

Ready to Get Started?

Get immediate access to training and inference tools to make generative AI model development easy, cost-effective, and fast.

Unlock Your Enterprise Data

Develop and deploy generative AI solutions that make better use of your data and produce higher-quality business insights with enterprise-ready retrieval-augmented generation (RAG).

Get in Touch

Talk to an NVIDIA product specialist about moving from pilot to production with the assurance of security, API stability, and support that comes with NVIDIA AI Enterprise.

AI Sweden

Accelerate Industry Applications With LLMs

AI Sweden facilitated regional language model applications by providing easy access to a powerful 100 billion-parameter model. They digitized historical records to develop language models for commercial use.

Amazon

How Amazon and NVIDIA Help Sellers Create Better Product Listings With AI

Amazon doubles inference speeds for new AI capabilities using NVIDIA TensorRT-LLM and GPUs to help sellers optimize product listings faster.

Amdocs

NVIDIA and Amdocs Bring Custom Generative AI to Global Telco Industry

Amdocs plans to build custom LLMs for $1.7 trillion global telecommunications industry using NVIDIA AI foundry service on Microsoft Azure.

AWS

NVIDIA Powers Training for Some of the Largest Amazon Titan Foundation Models

Amazon leveraged the NVIDIA NeMo framework, GPUs, and AWS EFAs to train its next-generation LLM, giving some of the largest Amazon Titan foundation models customers a faster, more accessible solution for generative AI.

Azure

Harnessing the Power of NVIDIA AI Enterprise on Azure Machine Learning

Get access to a complete ecosystem of tools, libraries, frameworks, and support services tailored for enterprise environments on Microsoft Azure.

Bria

Bria Builds Responsible Generative AI for Enterprises Using NVIDIA NeMo, Picasso

Bria, a startup based in Tel Aviv, is helping businesses who are seeking responsible ways to integrate visual generative AI technology into their enterprise products with a generative AI service that emphasizes model transparency alongside fair attribution and copyright protections.

Cohesity

Unlock Your Data Superpower: NVIDIA Microservices Unleash Enterprise-Grade Secure Generative AI for Cohesity

With NVIDIA NIM and optimized models, Cohesity DataProtect customers can add generative AI intelligence to data backups and archives. This allows Cohesity and NVIDIA to bring the power of generative AI to all Cohesity DataProtect customers. Leveraging the power of NIM and NVIDIA optimized models, Cohesity DataProtect customers obtain the power of data-driven insights from their data backups and archives, unleashing new levels of efficiency, innovation, and growth.

CrowdStrike

Shaping the Future of AI in the Cybersecurity Domain

CrowdStrike and NVIDIA are leveraging accelerated computing and generative AI to provide customers with an innovative range of AI-powered solutions tailored to efficiently address security threats.

Dell

Dell Validated Design for Generative AI With NVIDIA

Dell Technologies and NVIDIA announced an initiative to make it easier for businesses to build and use generative AI models on premises quickly and securely.

Deloitte

Unlock the Value of Generative AI Across Enterprise Software Platforms

Deloitte will use NVIDIA AI technology and expertise to build high-performing generative AI solutions for enterprise software platforms to help unlock significant business value.

Domino Data Lab

Domino Offers Production-Ready Generative AI Powered by NVIDIA

With NVIDIA NeMo, data scientists can fine-tune LLMs in Domino’s platform for domain-specific use cases based on proprietary data and IP—without needing to start from scratch. 

Dropbox

Dropbox and NVIDIA to Bring Personalized Generative AI to Millions of Customers

Dropbox plans to leverage NVIDIA’s AI foundry to build custom models and improve AI-powered knowledge work with Dropbox Dash universal search tool and Dropbox AI.

Google Cloud

AI Titans Collaborate to Create Generative AI Magic

At its Next conference, Google Cloud announced the availability of its A3 instances powered by NVIDIA H100 Tensor Core GPUs. Engineering teams from both companies have collaborated to bring NVIDIA NeMo to the A3 instances for faster training and inference.

HuggingFace

Leading AI Community to Accelerate Data Curation Pipeline

Hugging Face, the leading open platform for AI builders, is collaborating with NVIDIA to integrate NeMo Curator and accelerate DataTrove, their data filtering and deduplication library. “We are excited about the GPU acceleration capabilities of NeMo Curator and can’t wait to see them contributed to DataTrove!” says Jeff Boudier, Product Director at Hugging Face.

KT

Creating New Customer Experiences With LLMs

South Korea’s leading mobile operator builds billion-parameter LLMs trained with the NVIDIA DGX SuperPOD platform and NeMo framework to power smart speakers and customer call centers.

Lenovo

New Reference Architecture for Generative AI Based on LLMs

Solution to expedite innovation by empowering global partners and customers to develop, train, and deploy AI at scale across industry verticals with utmost safety and efficiency.

Quantiphi

Enabling Enterprises to Fast-Track Their AI-Driven Journeys

Quantiphi specializes in training and fine-tuning foundation models using the NVIDIA NeMo framework, as well as optimizing deployments at scale with the NVIDIA AI Enterprise software platform, while adhering to responsible AI principles.

SAP

SAP and NVIDIA Accelerate Generative AI Adoption Across Enterprise Applications Powering Global Industries

Customers can harness their business data in cloud solutions from SAP using customized LLMs deployed with NVIDIA AI foundry services and NVIDIA NIM Microservices.

ServiceNow

Building Generative AI Across Enterprise IT

ServiceNow develops custom LLMs on its ServiceNow platform to enable intelligent workflow automation and boost productivity across enterprise IT processes.

VMware

VMware and NVIDIA Unlock Generative AI for Enterprises

VMware Private AI Foundation with NVIDIA will enable enterprises to customize models and run generative AI applications, including intelligent chatbots, assistants, search, and summarization.

Weight & Biases

Debug, Optimize, and Monitor LLM Pipelines 

Weights & Biases helps teams working on generative AI use cases or with LLMs track and visualize all prompt-engineering experiments—helping users debug and optimize LLM pipelines—as well as provides monitoring and observability capabilities for LLMs. 

Writer

Startup Pens Generative AI Success Story With NVIDIA NeMo

Using NVIDIA NeMo, Writer is building LLMs that are helping hundreds of companies create custom content for enterprise use cases across marketing, training, support, and more. 

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