Tag: notebooks
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Talk to your slide deck using multimodal foundation models hosted on Amazon Bedrock and Amazon SageMaker – Part 1 | Amazon Web Services
With the advent of generative AI, today’s foundation models (FMs), such as the large language models (LLMs) Claude 2 and Llama 2, can perform...
Quantum News Briefs: January 22, 2024: Academia Sinica Institute of Physics Launches Quantum computer with 5-qubit chips; QuantERA initiative announces the 24 winners from...
By Kenna Hughes-Castleberry posted 22 Jan 2024 Quantum News Briefs: January 22, 2024:
Academia Sinica Institute of Physics Launches...
Reduce inference time for BERT models using neural architecture search and SageMaker Automated Model Tuning | Amazon Web Services
In this post, we demonstrate how to use neural architecture search (NAS) based structural pruning to compress a fine-tuned BERT model to improve model...
Fine-tune and deploy Llama 2 models cost-effectively in Amazon SageMaker JumpStart with AWS Inferentia and AWS Trainium | Amazon Web Services
Today, we’re excited to announce the availability of Llama 2 inference and fine-tuning support on AWS Trainium and AWS Inferentia instances in Amazon SageMaker...
Use mobility data to derive insights using Amazon SageMaker geospatial capabilities | Amazon Web Services
Geospatial data is data about specific locations on the earth’s surface. It can represent a geographical area as a whole or it can represent...
Build financial search applications using the Amazon Bedrock Cohere multilingual embedding model | Amazon Web Services
Enterprises have access to massive amounts of data, much of which is difficult to discover because the data is unstructured. Conventional approaches to analyzing...
Modernizing data science lifecycle management with AWS and Wipro | Amazon Web Services
This post was written in collaboration with Bhajandeep Singh and Ajay Vishwakarma from Wipro’s AWS AI/ML Practice. Many organizations have been using a combination...
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,...
Llama Guard is now available in Amazon SageMaker JumpStart | Amazon Web Services
Today we are excited to announce that the Llama Guard model is now available for customers using Amazon SageMaker JumpStart. Llama Guard provides input...
Identify cybersecurity anomalies in your Amazon Security Lake data using Amazon SageMaker | Amazon Web Services
Customers are faced with increasing security threats and vulnerabilities across infrastructure and application resources as their digital footprint has expanded and the business impact...
Shorter quantum circuits via single-qubit gate approximation
Vadym Kliuchnikov1,2, Kristin Lauter3, Romy Minko4,5, Adam Paetznick1, and Christophe Petit6,71Microsoft Quantum, Redmond, WA, US2Microsoft Quantum, Toronto, ON, CA3Facebook AI Research, Seattle, WA,...
Boost productivity on Amazon SageMaker Studio: Introducing JupyterLab Spaces and generative AI tools | Amazon Web Services
Amazon SageMaker Studio offers a broad set of fully managed integrated development environments (IDEs) for machine learning (ML) development, including JupyterLab, Code Editor based...