Find the right tools to take large language models from development to production.
For individuals looking to get access to NeMo open-source code for development.
For individuals looking to get access to free NeMo containers.
For enterprises looking to purchase NeMo for production development and deployment.
NVIDIA NeMo™ is an end-to-end, cloud-native framework to build, customize, and deploy generative AI models anywhere. It includes training and inferencing frameworks, guardrail toolkit, data curation tools, and pretrained models, offering enterprises an easy, cost-effective, and fast way to adopt generative AI. Developers can choose to access NeMo through open source code on GitHub, as a packaged container on NVIDIA NGC catalog, or through an NVIDIA AI Enterprise subscription.
NeMo is available as part of NVIDIA AI Enterprise. The full pricing and licensing details can be found here.
Customers can get NVIDIA Business Standard Support through an NVIDIA AI Enterprise subscription which includes NeMo. Business Standard Support offers service-level agreements, access to NVIDIA experts, and long-term support across on-prem and cloud deployments.
NVIDIA AI Enterprise includes Business Standard Support. For additional available support and services such as Business Critical Support, Technical Account Manager, training, and professional services, see the NVIDIA Enterprise Support and Service Guide.
NeMo is packaged and freely available from the NGC catalog, giving developers a quick and easy way to begin building or customizing LLMs. This is the fastest and easiest way for AI researchers and developers to get started using the NeMo training and inference containers. Developers can also access NeMo open-source code from GitHub.
For developers who are building LLMs for commercial use, NVIDIA AI Enterprise provides a production-grade, secure, end-to-end software platform that includes NeMo framework, generative AI reference applications, and enterprise support to streamline adoption. It includes:
Available as part of the NeMo framework, NeMo Data Curator is a scalable data-curation tool that enables developers to sort through trillion-token multilingual datasets for pretraining LLMs. It consists of a set of Python modules that make use of Message-Passing Interface (MPI), Dask, and Redis Cluster to scale data-curation tasks such as data download, text extraction, cleaning, filtering, and exact/fuzzy deduplication to thousands of compute cores.
NeMo Guardrails is an open-source toolkit for easily developing safe and trustworthy LLM conversational systems. It lets developers align LLM-powered apps so they’re safe and stay within the domains of a company’s expertise and brand values. Guardrails is not specific to the NeMo framework and are designed to work with all LLMs, including OpenAI ChatGPT.
NeMo Guardrails enables developers to set up three kinds of boundaries:
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