Imagine training a new AI / ML model like Gemma 3 or Llama 3.3 across hundreds of powerful accelerators like TPUs or GPUs to achieve a scientific breakthrough. You might have a team of powerful computers working in sync, constantly learning and refining. But every so often, they need to save their progress — a …
Read more “Speed up checkpoint loading time at scale using Orbax on JAX”
Text-to-Image (T2I) diffusion models have shown impressive results in generating visually compelling images following user prompts. Building on this, various methods further fine-tune the pre-trained T2I model for specific tasks. However, this requires separate model architectures, training designs, and multiple parameter sets to handle different tasks. In this paper, we introduce UniVG, a generalist diffusion …
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Powering Defense Innovation As the U.S. Army seeks to integrate innovative commercial solutions into its operations, its Project Convergence Capstone serves as a vital series of exercises that explore the application of cutting-edge defense tech. Palantir, a committed partner in supporting the warfighter, proudly participated in the latest PCC5 exercise. Project Convergence, the Army’s premier …
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Today’s organizations face a critical challenge with the fragmentation of vital information across multiple environments. As businesses increasingly rely on diverse project management and IT service management (ITSM) tools such as ServiceNow, Atlassian Jira and Confluence, employees find themselves navigating a complex web of systems to access crucial data. This isolated approach leads to several …
Introduction As we continue to see rapid AI adoption across the industry, organizations still often struggle to implement secure solutions because of the new challenges around data privacy and security. We want customers to be successful as they develop and deploy AI, and that means carefully considering risk mitigation and proactive security measures. The four …
Read more “Mastering secure AI on Google Cloud, a practical guide for enterprises”
As AWS environments grow in complexity, troubleshooting issues with resources can become a daunting task. Manually investigating and resolving problems can be time-consuming and error-prone, especially when dealing with intricate systems. Fortunately, AWS provides a powerful tool called AWS Support Automation Workflows, which is a collection of curated AWS Systems Manager self-service automation runbooks. These …
When it comes to managing the infrastructure and AI that powers Google’s products and platforms – from Search to YouTube to Google Cloud – every decision we make has an impact. Traditionally, meeting growing demands for machine capacity means deploying new machines and that has an associated embodied carbon impact. That’s why we’re working to …
Read more “Harvesting hardware: Our approach to carbon-aware fleet deployment”
The roots of many of NVIDIA’s landmark innovations — the foundational technology that powers AI, accelerated computing, real-time ray tracing and seamlessly connected data centers — can be found in the company’s research organization, a global team of around 400 experts in fields including computer architecture, generative AI, graphics and robotics. Established in 2006 and …
We are currently testing this tool and will let you know when it is ready for full use! This web scraper runs entirely in your browser and is perfect for creating training data for AI models. It works by reading the website’s sitemap.xml file, making it particularly well-suited for modern platforms like Squarespace and Shopify …
Generative AI is rapidly transforming the modern workplace, offering unprecedented capabilities that augment how we interact with text and data. At Amazon Web Services (AWS), we recognize that many of our customers rely on the familiar Microsoft Office suite of applications, including Word, Excel, and Outlook, as the backbone of their daily workflows. In this …
Read more “Integrate generative AI capabilities into Microsoft Office using Amazon Bedrock”