Wed.Jun 12, 2024

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How Meta trains large language models at scale

Engineering at Meta

As we continue to focus our AI research and development on solving increasingly complex problems, one of the most significant and challenging shifts we’ve experienced is the sheer scale of computation required to train large language models (LLMs). Traditionally, our AI model training has involved a training massive number of models that required a comparatively smaller number of GPUs.

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Mosaic AI: Build and deploy production-quality Compound AI Systems

databricks

Over the last year, we have seen a surge of commercial and open-source foundation models showing strong reasoning abilities on general knowledge tasks.

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Maintaining large-scale AI capacity at Meta

Engineering at Meta

Meta is currently operating many data centers with GPU training clusters across the world. Our data centers are the backbone of our operations, meticulously designed to support the scaling demands of compute and storage. A year ago, however, as the industry reached a critical inflection point due to the rise of artificial intelligence (AI), we recognized that to lead in the generative AI space we’d need to transform our fleet.

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How FactSet Implemented an Enterprise Generative AI Platform with Databricks and MLflow

databricks

“FactSet’s mission is to empower clients to make data-driven decisions and supercharge their workflows and productivity. To deliver AI-driven solutions across our entire.

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Article: Delivering Great Developer Experiences with Platform Engineering

InfoQ Articles

Companies increasingly turn to platform engineering to help scale their development teams and increase developer experience for engineer efficiency. In this virtual panel, we’ll discuss how teams build platforms, set others up for success, work with developers who use their platform, measure their progress, and adapt to new challenges.

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What’s New with Databricks Unity Catalog at Data + AI Summit 2024

databricks

In an era marked by rapid advancements in artificial intelligence and an explosion of data and Gen AI tools, enterprises face fragmented data.

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Making an AI Investment: How Finance Institutions are Harnessing the Power of AI and Generative AI

Cloudera Blog

Of all of the emerging tech of the last two decades, artificial intelligence (AI) is tipping the hype scale, causing organizations from all industries to rethink their digital transformation initiatives asking where it fits in. In Financial Services, the projected numbers are staggering. According to a recent McKinsey & Co. article , “The McKinsey Global Institute (MGI) estimates that across the global banking sector, [Generative AI] could add between $200 billion and $340 billion in value a

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NAN065: The Excitement and Trepidation of Automation with Scott Robohn

Packet Pushers

In part two of Scott Robohns interview, Scott tells us about his experience starting his own business and co-founding the Network Automation Forum and the AutoCon conference series. He describes the strong desire among many engineers to drive network automation forward, and how AutoCon creates a community to help make that happen. He and Eric. Read more » In part two of Scott Robohns interview, Scott tells us about his experience starting his own business and co-founding the Network Automat

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Essential Steps to Troubleshoot A Network

Obkio

Learn the essential steps to troubleshoot network issues effectively. Start with Obkio's Network Performance Monitoring tool for comprehensive network insights.

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A Journey from Intern to Front-End Developer

Noction

An internship can become your ticket to a career. Cristian, a former intern turned team member, shares insights on his journey and achievements.

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Mitigating Risks and Ensuring Data Integrity Through Legacy Modernization

Dataversity

Legacy systems are the backbone of many businesses, especially those in the industry for decades. These systems ensure a stable and reliable platform for conducting smooth business operations. However, decade-old legacy systems can also pose risks and challenges to data integrity that can affect an organization’s overall growth and success. In response to these challenges, […] The post Mitigating Risks and Ensuring Data Integrity Through Legacy Modernization appeared first on DATAVERSITY.