Boost inference performance for Mixtral and Llama 2 models with new Amazon SageMaker containers

Favorite In January 2024, Amazon SageMaker launched a new version (0.26.0) of Large Model Inference (LMI) Deep Learning Containers (DLCs). This version offers support for new models (including Mixture of Experts), performance and usability improvements across inference backends, as well as new generation details for increased control and prediction explainability

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Shared by AWS Machine Learning April 9, 2024

Use everyday language to search and retrieve data with Mixtral 8x7B on Amazon SageMaker JumpStart

Favorite With the widespread adoption of generative artificial intelligence (AI) solutions, organizations are trying to use these technologies to make their teams more productive. One exciting use case is enabling natural language interactions with relational databases. Rather than writing complex SQL queries, you can describe in plain language what data

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Shared by AWS Machine Learning April 9, 2024

Open Source AI Definition – Weekly update April 8

Favorite Seeking document reviewers for OpenCV This is your final opportunity to register for the review of licenses provided by OpenCV. Join us for our upcoming phase, where we meticulously compare various systems’ documentation against our latest definition to test compatibility. For more information, check the forum Action on the

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Shared by voicesofopensource April 8, 2024

Understanding and predicting urban heat islands at Gramener using Amazon SageMaker geospatial capabilities

Favorite This is a guest post co-authored by Shravan Kumar and Avirat S from Gramener. Gramener, a Straive company, contributes to sustainable development by focusing on agriculture, forestry, water management, and renewable energy. By providing authorities with the tools and insights they need to make informed decisions about environmental and

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Shared by AWS Machine Learning April 6, 2024

Build a news recommender application with Amazon Personalize

Favorite With a multitude of articles, videos, audio recordings, and other media created daily across news media companies, readers of all types—individual consumers, corporate subscribers, and more—often find it difficult to find news content that is most relevant to them. Delivering personalized news and experiences to readers can help solve

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Shared by AWS Machine Learning April 5, 2024