faang - Robotic Content

Simplifying data modeling and schema generation in BigQuery using multi-modal LLMs

by AI Generated Robotic ContentFAANG May 4, 2024Comments are Disabled

The intricate hierarchical data structures in data warehouses and lakes sourced from diverse origins can make data modeling a protracted and error-prone process. To quickly adapt and create data models that meet evolving business requirements without having to rework them excessively, you need data models that are flexible, modular and adaptable enough to accommodate many …

Poly-View Contrastive Learning

by AI Generated Robotic ContentFAANG May 3, 2024Comments are Disabled

Contrastive learning typically matches pairs of related views among a number of unrelated negative views. Views can be generated (e.g. by augmentations) or be observed. We investigate matching when there are more than two related views which we call poly-view tasks, and derive new representation learning objectives using information maximization and sufficient statistics. We show …

AWS Inferentia and AWS Trainium deliver lowest cost to deploy Llama 3 models in Amazon SageMaker JumpStart

by AI Generated Robotic ContentFAANG May 3, 2024Comments are Disabled

Today, we’re excited to announce the availability of Meta Llama 3 inference on AWS Trainium and AWS Inferentia based instances in Amazon SageMaker JumpStart. The Meta Llama 3 models are a collection of pre-trained and fine-tuned generative text models. Amazon Elastic Compute Cloud (Amazon EC2) Trn1 and Inf2 instances, powered by AWS Trainium and AWS …

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RAG in production faster with Ray, LangChain and HuggingFace

by AI Generated Robotic ContentFAANG May 3, 2024Comments are Disabled

We’re excited to announce the release of a quickstart solution and reference architecture for retrieval augmented generation (RAG) applications, designed to accelerate your journey to production. In this post, you’ll learn how to quickly deploy a complete RAG application on Google Kubernetes Engine (GKE), and Cloud SQL for PostgreSQL and pgvector, using Ray, LangChain, and …

NVIDIA AI Microservices for Drug Discovery, Digital Health Now Integrated With AWS

by AI Generated Robotic ContentFAANG May 3, 2024Comments are Disabled

Harnessing optimized AI models for healthcare is easier than ever as NVIDIA NIM, a collection of cloud-native microservices, integrates with Amazon Web Services. NIM, part of the NVIDIA AI Enterprise software platform available on AWS Marketplace, enables developers to access a growing library of AI models through industry-standard application programming interfaces, or APIs. The library …

When can transformers reason with abstract symbols?

by AI Generated Robotic ContentFAANG May 2, 2024Comments are Disabled

We investigate the capabilities of transformer models on relational reasoning tasks. In these tasks, models are trained on a set of strings encoding abstract relations, and are then tested out-of-distribution on data that contains symbols that did not appear in the training dataset. We prove that for any relational reasoning task in a large family …

How generative AI will revolutionize supply chain

by AI Generated Robotic ContentFAANG May 2, 2024Comments are Disabled

Unlocking the full potential of supply chain management has long been a goal for businesses that seek efficiency, resilience and sustainability. In the age of digital transformation, the integration of advanced technologies like generative artificial intelligence brings a new era of innovation and optimization. AI tools help users address queries and resolve alerts by using …

Simple guide to training Llama 2 with AWS Trainium on Amazon SageMaker

by AI Generated Robotic ContentFAANG May 2, 2024Comments are Disabled

Large language models (LLMs) are making a significant impact in the realm of artificial intelligence (AI). Their impressive generative abilities have led to widespread adoption across various sectors and use cases, including content generation, sentiment analysis, chatbot development, and virtual assistant technology. Llama2 by Meta is an example of an LLM offered by AWS. Llama …

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Google is a Leader in the 2024 Gartner® Magic Quadrant™ for Cloud AI Developer Services

by AI Generated Robotic ContentFAANG May 2, 2024Comments are Disabled

For the fifth consecutive year, Gartner® has named Google as a Leader in the Magic Quadrant™ for Cloud AI Developer Services (CAIDS). We believe this is a testament to our history of offering innovative AI products and delivering continuous improvement for our customers. Download the complimentary 2024 Gartner Magic Quadrant™ for Cloud AI Developer Services …

The Role of Verbal Fluency in Voice User Interfaces

by AI Generated Robotic ContentFAANG May 1, 2024Comments are Disabled

The rapid advancement of Voice User Interfaces (VUIs) has underscored the importance of verbal fluency in the realm of digital interaction. But how does verbal fluency influence the usability and efficacy of a VUI (Voice user Interface)? Photo by Icons8 Team on Unsplash Verbal fluency, the ability to think of words quickly and efficiently, is paramount …