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Favorite Posted by Manish Gupta, Staff Software Engineer, Google Research AI-driven technologies are weaving themselves into the fabric of our daily routines, with the potential to enhance our access to knowledge and boost our overall productivity. The backbone of these applications lies in large language models (LLMs). LLMs are memory-intensive
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Shared by Google AI Technology January 26, 2024
Favorite OSI announced a public forum to widen the conversations that will lead to version 1.0 of the Open Source AI Definition. The forums are part of our commitment to inclusiveness and transparency, matching the public town hall meetings that started two weeks ago. The public forum‘s goal is to
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Shared by voicesofopensource January 26, 2024
Favorite Amazon Q is a new generative AI-powered application that helps users get work done. Amazon Q can become your tailored business expert and let you discover content, brainstorm ideas, or create summaries using your company’s data safely and securely. You can use Amazon Q to have conversations, solve problems,
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Shared by AWS Machine Learning January 25, 2024
Favorite Generative AI solutions have the potential to transform businesses by boosting productivity and improving customer experiences, and using large language models (LLMs) with these solutions has become increasingly popular. Building proofs of concept is relatively straightforward because cutting-edge foundation models are available from specialized providers through a simple API
Read More Shared by AWS Machine Learning January 24, 2024
Favorite Posted by Ameya Velingker, Research Scientist, Google Research, and Balaji Venkatachalam, Software Engineer, Google Graphs, in which objects and their relations are represented as nodes (or vertices) and edges (or links) between pairs of nodes, are ubiquitous in computing and machine learning (ML). For example, social networks, road networks,
Read More Shared by Google AI Technology January 23, 2024
Favorite Three experimental generative AI features are coming to Chrome on Macs and Windows PCs to make browsing easier and more personalized. View Original Source (blog.google/technology/ai/) Here.
Favorite Amazon Textract is a machine learning (ML) service that enables automatic extraction of text, handwriting, and data from scanned documents, surpassing traditional optical character recognition (OCR). It can identify, understand, and extract data from tables and forms with remarkable accuracy. Presently, several companies rely on manual extraction methods or
Read More Shared by AWS Machine Learning January 22, 2024
Favorite 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 performance and reduce inference times. Pre-trained language models (PLMs) are undergoing rapid commercial and enterprise adoption in the areas of productivity tools, customer service, search
Read More Shared by AWS Machine Learning January 19, 2024
Favorite 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 an event associated with a geographical area. Analysis of geospatial data is sought after in a few industries. It involves understanding where the data exists
Read More Shared by AWS Machine Learning January 18, 2024
Favorite 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 JumpStart. Using AWS Trainium and Inferentia based instances, through SageMaker, can help users lower fine-tuning costs by up to 50%, and lower deployment costs by
Read More Shared by AWS Machine Learning January 18, 2024