Performance Insights from Sigma Rule Detections in Spark Streaming | by Jean-Claude Cote | Jun, 2024
Utilizing Sigma rules for anomaly detection in cybersecurity logs: A study on performance optimizationPhoto by Ed Vazquez on UnsplashOne of...
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Falcon 2 11B is now available on Amazon SageMaker JumpStart
Today, we are excited to announce that the first model in the next generation Falcon 2 family, the Falcon 2...
A Deep Dive into In-Context Learning | by Aris Tsakpinis | May, 2024
Stepping out of the “comfort zone” — part 2/3 of a deep-dive into domain adaptation approaches for LLMs10 min read·14...
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....
Deep Dive into Anthropic’s Sparse Autoencoders by Hand ✍️ | by Srijanie Dey, PhD | May, 2024
Following the story of Zephyra, Anthropic AI delved into the expedition of extracting meaningful features in a model. The idea...
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,...
Constructive Heuristics in Discrete Optimization | by Bruno Scalia C. F. Leite | May, 2024
The next example is a classical problem on subset partitioning in which our goal is to find a subset of...
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...
Flash Attention (Fast and Memory-Efficient Exact Attention with IO-Awareness): A Deep Dive | by Anish Dubey | May, 2024
Flash attention is power optimization transformer attention mechanism that provides 15% efficiencyPhoto by sander traa on UnsplashFlash attention is a...
Streamlining E-commerce: Leveraging Entity Resolution for Product Matching | by Varun Joshi | May, 2024
How Google figures out the price of a product across websitesWritten by Varun Joshi and Gauri KamatImage from Google Shopping...
Efficient and cost-effective multi-tenant LoRA serving with Amazon SageMaker
In the rapidly evolving landscape of artificial intelligence (AI), the rise of generative AI models has ushered in a new...
Difference-in-Difference 101. What is Difference-in-difference (DiD… | by Henam Singla | May, 2024
Our research question is: what is the effect of treatment D on outcome y? DiD allows us to estimate what...
How 20 Minutes empowers journalists and boosts audience engagement with generative AI on Amazon Bedrock
This post is co-written with Aurélien Capdecomme and Bertrand d’Aure from 20 Minutes. With 19 million monthly readers, 20 Minutes is a...
The Past, Present, and Future of Data Quality Management: Understanding Testing, Monitoring, and Data Observability in 2024 | by Barr Moses | May, 2024
The data estate is evolving, and data quality management needs to evolve right along with it. Here are three common...
Create a multimodal assistant with advanced RAG and Amazon Bedrock
Retrieval Augmented Generation (RAG) models have emerged as a promising approach to enhance the capabilities of language models by incorporating...
