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Tag: distributed training

Open source observability for AWS Inferentia nodes within Amazon EKS clusters | Amazon Web Services

Recent developments in machine learning (ML) have led to increasingly large models, some of which require hundreds of billions of parameters. Although they are...

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Vana Launches DAO Allowing Users To Control and Sell Their Reddit Data – The Defiant

The Reddit Data DAO will offer tokenized incentives to users contributing data, creating AI models, and providing computation to the project.A new DAO wants...

Scale LLMs with PyTorch 2.0 FSDP on Amazon EKS – Part 2 | Amazon Web Services

This is a guest post co-written with Meta’s PyTorch team and is a continuation of Part 1 of this series, where we demonstrate the...

Elon Musk teases next-gen AI chatbot Grok-1.5 with superior coding and math skills

Elon Musk announced that an upgraded iteration of his artificial intelligence firm xAI’s chatbot Grok may be released next week.This revelation came via Musk’s...

Federated learning on AWS using FedML, Amazon EKS, and Amazon SageMaker | Amazon Web Services

This post is co-written with Chaoyang He, Al Nevarez and Salman Avestimehr from FedML. Many organizations are...

Enable data sharing through federated learning: A policy approach for chief digital officers | Amazon Web Services

This is a guest blog post written by Nitin Kumar, a Lead Data Scientist at T and T Consulting Services, Inc. ...

Best practices to build generative AI applications on AWS | Amazon Web Services

Generative AI applications driven by foundational models (FMs) are enabling organizations with significant business value in customer experience, productivity, process optimization, and innovations. However,...

Automate Amazon SageMaker Pipelines DAG creation | Amazon Web Services

Creating scalable and efficient machine learning (ML) pipelines is crucial for streamlining the development, deployment, and management of ML models. In this post, we...

Fujitsu AI strategy strengthens data integration, generative AI capabilities with dedicated platform and new Fujitsu Uvance offerings

TOKYO, Feb 14, 2024 - (JCN Newswire) - Fujitsu today announced details of a new company-wide AI strategy that focuses on deepening human-AI collaboration,...

How BigBasket improved AI-enabled checkout at their physical stores using Amazon SageMaker | Amazon Web Services

This post is co-written with Santosh Waddi and Nanda Kishore Thatikonda from BigBasket. BigBasket is India’s largest...

How Booking.com modernized its ML experimentation framework with Amazon SageMaker | Amazon Web Services

This post is co-written with Kostia Kofman and Jenny Tokar from Booking.com. As a global leader in...

Amazon SageMaker model parallel library now accelerates PyTorch FSDP workloads by up to 20% | Amazon Web Services

Large language model (LLM) training has surged in popularity over the last year with the release of several popular models such as Llama 2,...

Confidential AI Protects Data and Models Across Clouds

Artificial intelligence (AI) is transforming a variety of industries, including finance, manufacturing, advertising, and healthcare. IDC predicts global spending on AI will exceed $300...

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