ML 16667 Architecture

Pre-training genomic language models using AWS HealthOmics and Amazon SageMaker

Genomic language models are a new and exciting field in the application of large language models to challenges in genomics. In this blog post and open source project, we show you how you can pre-train a genomics language model, HyenaDNA, using your genomic data in the AWS Cloud. Here, we use AWS HealthOmics storage as …

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Anthropic’s Claude 3 Opus and tool use are generally available on Vertex AI

In April, we made Anthropic’s most intelligent model, Claude 3 Opus, available in public preview on Vertex AI Model Garden for customers to start experimenting with. Now, we’re announcing that Claude 3 Opus is generally available on Vertex AI. We’re also excited to announce that tool use is available for all Claude 3 models on …

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How to Create a WhatsApp Chatbot Using UChat?

Why use UChat for building Bots? UChat is the ultimate chatbot platform; it will help you provide 24/7 support, engage with customers, and increase sales conversions. UChat is a no-code chatbot builder that automates your business with Google AI, e-commerce functionality, and app integrations. Key features of UChat are: Omni Channel Flow builder Multiple Channels: support up to …

Affine-based Deformable Attention and Selective Fusion for Semi-dense Matching

This paper was accepted at the Image Matching: Local Features & Beyond workshop at CVPR 2024. Identifying robust and accurate correspondences across images is a fundamental problem in computer vision that enables various downstream tasks. Recent semi-dense matching methods emphasize the effectiveness of fusing relevant cross-view information through Transformer. In this paper, we propose several …

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CBRE and AWS perform natural language queries of structured data using Amazon Bedrock

This is a guest post co-written with CBRE. CBRE is the world’s largest commercial real estate services and investment firm, with 130,000 professionals serving clients in more than 100 countries. Services range from financing and investment to property management. CBRE is unlocking the potential of artificial intelligence (AI) to realize value across the entire commercial …

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Coalfire evaluates Google Cloud AI: ‘Mature,’ ready for governance, compliance

At Google Cloud, we’ve long demonstrated our commitment to responsible AI development and transparency in our work to support safer and more accountable products, earn and keep our customers’ trust, and foster a culture of responsible innovation. We understand that AI comes with complexities and risks, and to ensure our readiness for the future landscape …

Elevate Your Expertise: NVIDIA Introduces AI Infrastructure and Operations Training and Certification

NVIDIA has introduced a self-paced course, called AI Infrastructure and Operations Fundamentals, to provide enterprise professionals with essential training on the infrastructure and operational aspects of AI and accelerated computing.  From enhancing speech recognition systems to powering self-driving cars, AI is transforming everyday life. The new course explains how to deploy and manage scalable infrastructure …

The Enigma of Enforcing GDPR on LLMs

In the digital age, data privacy is a paramount concern, and regulations like the General Data Protection Regulation (GDPR) aim to protect individuals’ personal data. However, the advent of large language models (LLMs) such as GPT-4, BERT, and their kin pose significant challenges to the enforcement of GDPR. These models, which generate text by predicting …

Empower developers to focus on innovation with IBM watsonx

In the realm of software development, efficiency and innovation are of paramount importance. As businesses strive to deliver cutting-edge solutions at an unprecedented pace, generative AI is poised to transform every stage of the software development lifecycle (SDLC). A McKinsey study shows that software developers can complete coding tasks up to twice as fast with …

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Enhance image search experiences with Amazon Personalize, Amazon OpenSearch Service, and Amazon Titan Multimodal Embeddings in Amazon Bedrock

A variety of different techniques have been used for returning images relevant to search queries. Historically, the idea of creating a joint embedding space to facilitate image captioning or text-to-image search has been of interest to machine learning (ML) practitioners and businesses for quite a while. Contrastive Language–Image Pre-training (CLIP) and Bootstrapping Language-Image Pre-training (BLIP) …