Building Meta’s GenAI Infrastructure - Engineering at Meta
Mar 12, 2024 · By Kevin Lee, Adi Gangidi, Mathew Oldham. Marking a major investment in Meta’s AI future, we are announcing two 24k GPU clusters. We are sharing details on the hardware, network, storage, design, performance, and software that help us extract high throughput and reliability for various AI workloads. We use this cluster design for Llama 3 training.
The critical role of infrastructure in GenAI... - HCLTech
Nov 8, 2024 · Generative AI (GenAI) is revolutionizing industries by creating efficiencies and delivering unprecedented value. In a fast-evolving digital landscape, the adoption and impact of GenAI are rapidly outpacing previous technological advancements, even surpassing the swift evolution of cloud technologies. However, robust infrastructure is a leading enabler of …
185 real-world gen AI use cases from the world's leading …
Sep 24, 2024 · 1. Alaska Airlines is developing natural language search, providing travelers with a conversational experience powered by AI that’s akin to interacting with a knowledgeable travel agent. This...
Building the Future: A Deep Dive Into the Generative AI App ...
May 29, 2024 · Generative AI models are revolutionizing application development, offering unprecedented capabilities with simple API calls. In this piece we explore the emerging Generative AI Application Infrastructure Stack, the rapid adoption of GenAI, and the challenges enterprises face.
Why GenAI infrastructure optimization starts with the network
Apr 23, 2024 · Because GenAI infrastructure and data rely heavily on the network, organizations should consider networking factors, such as hardware costs and deployment models, and plan how to implement sustainability for energy efficiency.
The Future of AI: Building Scalable, Customized GenAI Solutions …
Oct 10, 2024 · An example architecture shown below leverages Azure AI Studio for building, fine-tuning, and evaluating GenAI models, while Azure Container Apps manages back-end orchestration and deployment of the model. Azure provides APIs to programmatically provision endpoints, as demand and usage varies.
6 Best Practices For GenAI Implementation In High Tech - Forbes
Jul 7, 2023 · The high-tech industry is in a unique position to enable and use GenAI across the tech stack from infrastructure to application, increasing storage, data center optimization and virtual...
NVIDIA Generative AI Examples - GitHub
NVIDIA Generative AI Examples. This repository is a starting point for developers looking to integrate with the NVIDIA software ecosystem to speed up their generative AI systems. Whether you are building RAG pipelines, agentic workflows, or fine-tuning models, this repository will help you integrate NVIDIA, seamlessly and natively, with your ...
Behind gen AI: building an infrastructure for the future
An engineer shares how his team is building the foundation for AI infrastructure at Meta, from physical data centers to training AI models.
Building the Generative AI-Driven Enterprise: Today’s Use Cases
Apr 14, 2023 · With best-in-class IT infrastructure and solutions to run GenAI workloads and advisory and support services that roadmap GenAI initiatives, Dell is enabling organizations to boost their...
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