About NVIDIA AI Foundations

NVIDIA’s Generative AI is a comprehensive platform designed to foster innovation and creativity, aiming to address some of the world’s most challenging problems. The platform is built on a foundation of accelerated computing, essential AI software, pretrained models, and AI foundries. This allows users to build, customize, and deploy generative AI models for a wide range of applications.

Features of NVIDIA AI Foundations

  1. NVIDIA NeMo: This tool facilitates the creation of hyper-personalized enterprise AI applications. It offers state-of-the-art large language foundation models, customization tools, and scalable deployment. All of this is powered by NVIDIA DGX™ Cloud.
  2. NVIDIA BioNeMo: Aimed at researchers and developers, BioNeMo uses generative AI models to quickly generate the structure and function of proteins and molecules. This accelerates the development of new drug candidates. Like NeMo, BioNeMo is also a part of NVIDIA AI Foundations and is powered by NVIDIA DGX™ Cloud.
  3. NVIDIA Picasso: Picasso elevates Generative AI by allowing enterprises, software creators, and service providers to run optimized inference on their models. It can train state-of-the-art generative models on proprietary data or use pretrained models to generate content from text or image prompts. Powered by NVIDIA DGX™ Cloud, Picasso integrates seamlessly with generative AI services through cloud APIs.
  4. NVIDIA ACE: ACE is designed for developers of middleware, tools, and games. It enables the creation and deployment of customized speech, conversation, and animation AI models in software and games.
  5. Generative AI Models: NVIDIA offers both community and NVIDIA-built foundation models like GPT, T5, and Llama. These models can be accessed from platforms like Hugging Face or the NGC catalog.

Additional Features

  • Benefits: NVIDIA emphasizes the quick custom model building, ease of use with a suite of model-making services, and the production readiness of the models which ensure data security and intellectual property protection.
  • NVIDIA AI Enterprise: This is a comprehensive platform for businesses relying on AI. It provides a secure end-to-end software platform for AI development and deployment. This includes over 100+ frameworks, pretrained models, and open-source development tools.
  • NVIDIA Triton Inference Server: This software standardizes AI model deployment across various workloads. It offers powerful optimizations for state-of-the-art inference performance on different configurations.
  • NVIDIA TensorRT-LLM: An open-source library designed to optimize model inference performance on the latest LLMs for production deployment on NVIDIA GPUs.
  • NVIDIA DGX: This integrates AI software, purpose-built hardware, and expertise into a solution for AI development. It spans from the cloud to on-premises data centers, offering a serverless AI platform for multi-node training.
  • NVIDIA-Certified Systems: These systems ensure that enterprises have a computing infrastructure that delivers performance, reliability, and scalability.