NVIDIA NeMo Service
Hyper-personalize large language models for enterprise AI applications and deploy them at scale.
NVIDIA NeMo™ service, part of NVIDIA AI Foundations, is a cloud service that kick-starts the journey to hyper-personalized enterprise AI applications, offering state-of-the-art foundation models, customization tools, and deployment at scale.
Generative AI Language Use Cases
Build your own language models for intelligent enterprise generative AI applications.
State-of-the-Art AI Foundation Models
Large language models (LLMs) are hard to develop and maintain, requiring mountains of data, significant investment, technical expertise, and massive-scale compute infrastructure. Starting with one of NeMo’s pretrained foundation models rapidly accelerates and simplifies this process.
NeMo Generative AI Foundation Models
GPT-8 provides fast responses and meets application service-level agreements for simple tasks like text classification and spelling correction.
GPT-43 supports over 50 languages and provides an optimal balance between high accuracy and low latency for use cases like email composition and factual Q&As.
GPT-530 excels at complex tasks that require deep understanding of human languages and all their nuances, such as text summarization, creative writing, and chatbots.
Inform is ideal for tasks that require the latest proprietary knowledge, including enterprise intelligence, information retrieval, and Q&A.
mT0-xxl is a community-built model that supports more than 100 languages for complex use cases like language translation, language understanding, Q&A.
Customizing Foundation Models With NeMo Service
Foundation models are great out of the box, but they're also trained on publicly available information, frozen in time, and can contain bias. To make them useful for specific enterprise tasks, they need to be customized.
1 Define Focus
Add guardrails and define the operating domain of your enterprise model with fine-tuning or prompt learning to prevent it from veering into unwanted domains or saying inappropriate things.
2 Add Knowledge
Using Inform, encode and embed your model with your enterprise’s real-time information so it can provide the latest responses.
3 Add Skills
Add specialized skills to solve problems, and improve responses by adding context for specific use cases with prompt learning.
4 Continuously Improve
Use reinforcement learning with human feedback (RLHF) to continuously improve your model and align it to human intentions.
Build Intelligent Language Applications Faster
Customize Easily
Hyper-personalize your large language models for enterprise use cases with curated training techniques.
Achieve Higher Accuracy
Best-in-class suite of foundation models design for customization, trained with up to 1T tokens
Run Inference Anywhere
Deploy large-scale custom models in NeMo, across clouds, or private data centers with NVIDIA AI Enterprise software.
Accelerate Performance at Scale
Use state-of-the-art training techniques, tools, and inference—powered by NVIDIA DGX™ Cloud.
Deploy With Ease
Tap into the capabilities of custom LLMs with just a few lines of code or an intuitive GUI-based playground.
Enterprise Support
Jumpstart AI success with the full support of NVIDIA AI experts every step of the way.
Adopted Across Industries
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Get Early Access to NeMo Service
Sign up to try out the cloud service for enterprise hyperpersonalization and at-scale deployment of LLMs.