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Favorite Retrieval Augmented Generation (RAG) models have emerged as a promising approach to enhance the capabilities of language models by incorporating external knowledge from large text corpora. However, despite their impressive performance in various natural language processing tasks, RAG models still face several limitations that need to be addressed. Naive
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Shared by AWS Machine Learning May 22, 2024
Favorite A week loaded with important questions. Overarching concerns with Draft v.0.0.8 and suggested modifications A post signed by the AWS Open Source raised important questions, illustrating a disagreement on the concept of “Data information.” A detailed post signed by the AWS Open Source team raises concerns about the draft
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Shared by voicesofopensource May 20, 2024
Favorite Generative AI is a type of artificial intelligence (AI) that can be used to create new content, including conversations, stories, images, videos, and music. Like all AI, generative AI works by using machine learning models—very large models that are pretrained on vast amounts of data called foundation models (FMs).
Read More Shared by AWS Machine Learning May 18, 2024
Favorite Today, we are excited to announce the Mixtral-8x22B large language model (LLM), developed by Mistral AI, is available for customers through Amazon SageMaker JumpStart to deploy with one click for running inference. You can try out this model with SageMaker JumpStart, a machine learning (ML) hub that provides access
Read More Shared by AWS Machine Learning May 18, 2024
Favorite This post is co-written with HyeKyung Yang, Jieun Lim, and SeungBum Shim from LotteON. LotteON aims to be a platform that not only sells products, but also provides a personalized recommendation experience tailored to your preferred lifestyle. LotteON operates various specialty stores, including fashion, beauty, luxury, and kids, and
Read More Shared by AWS Machine Learning May 17, 2024
Favorite Google invests $2 million in INSAIT, the Institute for Computer Science, Artificial Intelligence and Technology in Sofia, Bulgaria. View Original Source (blog.google/technology/ai/) Here.
Favorite For Global Accessibility Awareness Day, here’s new updates to our accessibility products. View Original Source (blog.google/technology/ai/) Here.
Favorite Gemini comes to Google Workspace for Education with generative AI and more data protection. View Original Source (blog.google/technology/ai/) Here.
Favorite With all the buzz around SBOMs and Open Source supply chain compliance and security, a new revolution is igniting at ClearlyDefined. This amazing project has been flying under the radar since its inception six years ago, but now this free service and open source project from the Open Source
Read More Shared by voicesofopensource May 16, 2024
Favorite Amazon Ads helps advertisers and brands achieve their business goals by developing innovative solutions that reach millions of Amazon customers at every stage of their journey. At Amazon Ads, we believe that what makes advertising effective is delivering relevant ads in the right context and at the right moment within
Read More Shared by AWS Machine Learning May 16, 2024