- Information Retrieval (IR) systems used in search and recommendation platforms frequently employ Learning-to-Rank (LTR) models to rank items in response to user queries. These models heavily rely on features derived from user interactions, such as clicks and engagement data. This dependence introduces cold start issues for items lacking user engagement and poses challenges in adapting […]
- In Part 1 of this series, we introduced the newly launched ModelTrainer class on the Amazon SageMaker Python SDK and its benefits, and showed you how to fine-tune a Meta Llama 3.1 8B model on a custom dataset. In this post, we look at the enhancements to the ModelBuilder class, which lets you seamlessly deploy […]
- Amazon Q Business is a generative AI-powered assistant that can answer questions, provide summaries, generate content, and securely complete tasks based on data and information in your enterprise systems. A large portion of that information is found in text narratives stored in various document formats such as PDFs, Word files, and HTML pages. Some information […]
- We are excited to announce new features that allow creation of more powerful apps, while giving more governance control using Amazon Q Apps, a capability within Amazon Q Business that allows you to create generative AI-powered apps based on your organization’s data. These features enhance app customization options that let business users tailor solutions to […]
- Amazon SageMaker has redesigned its Python SDK to provide a unified object-oriented interface that makes it straightforward to interact with SageMaker services. The new SDK is designed with a tiered user experience in mind, where the new lower-level SDK (SageMaker Core) provides access to full breadth of SageMaker features and configurations, allowing for greater flexibility […]
- From heart-pounding action games to remastered classics, there’s something for everyone this GFN Thursday. Six new titles join the cloud this week, starting with The Thing: Remastered. Face the horrors of the Antarctic as the game oozes onto GeForce NOW. Nightdive Studios’ revival of the cult-classic 2002 survival-horror game came to the cloud as a […]
- Skip to main contentResearchProductsSafetyCompanyZalando(opens in a new window), one of Europe’s largest online fashion and lifestyle platforms, serves over 50 million customers in 25 countries. With a vast catalog of apparel, shoes, and beauty products, the company has steadily expanded its offerings to become a go-to destination for fashion enthusiasts. Zalando worked with OpenAI to develop […]
- *Equal Contributors Large language models (LLMs) are increasingly being adapted to achieve task-specificity for deployment in real-world decision systems. Several previous works have investigated the bias transfer hypothesis (BTH) by studying the effect of the fine-tuning adaptation strategy on model fairness to find that fairness in pre-trained masked language models have limited effect on the […]
- Vay, a Berlin-based provider of automotive-grade remote driving (teledriving) technology, is offering an alternative approach to autonomous driving. Through the company’s app, a user can hail a car, and a professionally trained teledriver will remotely drive the vehicle to the customer’s location. Once the car arrives, the user can manually drive it. After completing their […]
- Earlier this year, we published the first in a series of posts about how AWS is transforming our seller and customer journeys using generative AI. In addition to planning considerations when building an AI application from the ground up, it focused on our Account Summaries use case, which allows account teams to quickly understand the […]
- This post was co-written with Varun Kumar from Tealium Retrieval Augmented Generation (RAG) pipelines are popular for generating domain-specific outputs based on external data that’s fed in as part of the context. However, there are challenges with evaluating and improving such systems. Two open-source libraries, Ragas (a library for RAG evaluation) and Auto-Instruct, used Amazon […]
- EBSCOlearning offers corporate learning and educational and career development products and services for businesses, educational institutions, and workforce development organizations. As a division of EBSCO Information Services, EBSCOlearning is committed to enhancing professional development and educational skills. In this post, we illustrate how EBSCOlearning partnered with AWS Generative AI Innovation Center (GenAIIC) to use the […]
- Amazon Aurora PostgreSQL-Compatible Edition is a fully managed, PostgreSQL-compatible, ACID-aligned relational database engine that combines the speed, reliability, and manageability of Amazon Aurora with the simplicity and cost-effectiveness of open source databases. Aurora PostgreSQL-Compatible is a drop-in replacement for PostgreSQL and makes it simple and cost-effective to set up, operate, and scale your new and […]
- Editor’s note: This post is part of the AI Decoded series, which demystifies AI by making the technology more accessible, and showcases new hardware, software, tools and accelerations for GeForce RTX PC and NVIDIA RTX workstation users. NVIDIA and GeForce RTX GPUs are built for the era of AI. RTX GPUs feature specialized AI Tensor […]
- Today, we’re announcing Gemini 2.0, our most capable multimodal AI model yet.
- Editor’s note: This post is part of Into the Omniverse, a series focused on how developers, 3D practitioners, and enterprises can transform their workflows using the latest advances in OpenUSD and NVIDIA Omniverse. Scalable simulation technologies are driving the future of autonomous robotics by reducing development time and costs. Universal Scene Description (OpenUSD) provides a […]
- Our new AI system accurately identifies errors inside quantum computers, helping to make this new technology more reliable.
- Generating unlimited diverse training environments for future general agents
- New AI model advances the prediction of weather uncertainties and risks, delivering faster, more accurate forecasts up to 15 days ahead
- Advancing adaptive AI agents, empowering 3D scene creation, and innovating LLM training for a smarter, safer future
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