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 offering state-of-the-art foundation models, customization tools, and deployment at-scale. Define your operating domain, encode the latest proprietary knowledge, add specialized skills, and continuously make applications smarter.
Leveraging cloud APIs, quickly and easily integrate generative AI capabilities into your enterprise applications.
Generative AI Language Use Cases
Build your own language models for intelligent enterprise generative AI applications.
State-of-the-Art AI Foundation Models
LLMs are hard to develop and maintain, requiring mountains of data, significant capital investment, technical expertise, and massive-scale compute infrastructure.
Enterprises can kick-start their journey to adopting LLMs by starting with a pre-trained foundation model.
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.
Curated Techniques for Enterprise Customization
Foundation models are great out of the box, yet they can’t easily be made useful for a specific enterprise task. They are trained on publicly available information, frozen in time, hallucinate, and contain bias and toxic information.
Enterprises need to customize foundation models for their specific use cases.
1 Define Focus
Add guardrails and define the operating domain for your enterprise model through fine-tuning or prompt learning techniques to prevent LLMs from veering off into unwanted domains or saying inappropriate things.
2 Add Knowledge
Encode and embed your AI with your enterprise’s real-time information using Inform to provide the latest responses.
3 Add Skills
Add specialized skills to solve customer and business problems. Get better responses by providing context for specific use cases using prompt learning techniques.
4 Continuously Improve
Reinforcement learning with human feedback (RLHF) techniques allow for your enterprise model to get smarter over time, aligned to human intentions.
Build Intelligent Language Applications Faster
Customize Easily
Curated training techniques for enterprise hyper-personalization
Achieve Higher Accuracy
Best-in-class suite of foundation models design for customization, trained with up to 1T tokens
Run Anywhere
Run inference of large-scale custom models in the service or deploy across clouds or private data centers with NVIDIA AI Enterprise software.
Fastest Performance at Scale
State-of-the-art training techniques, tools, and inference—powered by NVIDIA DGX™ Cloud.
Ease of Use
Easily access the capabilities of your custom enterprise LLM through just a few lines of code or an intuitive GUI-based playground.
Adopted Across Industries
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Get Early Access to NeMo Service
Sign up to try out the cloud service for enterprise hyper-personalization and at-scale deployment of intelligent LLMs.