A Technology Broker and Management Company Specializing in KM Systems
Favorite Llama is Meta AI’s large language model (LLM), with variants ranging from 7 billion to 70 billion parameters. Llama uses a transformers-based decoder-only model architecture, which specializes at language token generation. To train a model from scratch, a dataset containing trillions of tokens is required. The Llama family is
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Shared by AWS Machine Learning May 30, 2024
Favorite A variety of different techniques have been used for returning images relevant to search queries. Historically, the idea of creating a joint embedding space to facilitate image captioning or text-to-image search has been of interest to machine learning (ML) practitioners and businesses for quite a while. Contrastive Language–Image Pre-training
Read More Shared by AWS Machine Learning May 30, 2024
Favorite As part of the Open Source AI Definition roadshow and as we approach the first release candidate of the draft, the Open Source Initiative (OSI) participated at PyCon US 2024, the annual gathering of the Python community. This opportunity was important because PyCon US brings together AI practitioners and
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Shared by voicesofopensource May 29, 2024
Favorite Open Source AI needs to require data to be viable @juliaferraioli and the AWS team have reopened the debate regarding access to training data. This comes in a new forum which mirrors concerns raised in a previous one. They argue that to achieve modifiability, an AI system must ship
Read More Shared by voicesofopensource May 28, 2024
Favorite Mixture of Experts (MoE) architectures for large language models (LLMs) have recently gained popularity due to their ability to increase model capacity and computational efficiency compared to fully dense models. By utilizing sparse expert subnetworks that process different subsets of tokens, MoE models can effectively increase the number of
Read More Shared by AWS Machine Learning May 24, 2024
Favorite Learn how new Google AI on Android features can boost employee productivity, help developers to build smarter tools and improve business workflows. View Original Source (blog.google/technology/ai/) Here.
Favorite In the world of online retail, creating high-quality product descriptions for millions of products is a crucial, but time-consuming task. Using machine learning (ML) and natural language processing (NLP) to automate product description generation has the potential to save manual effort and transform the way ecommerce platforms operate. One
Read More Shared by AWS Machine Learning May 23, 2024
Favorite Over the past year, a robust debate has emerged regarding the benefits and risks of open sourcing foundation models in AI. This discussion has often been characterized by high-level generalities or narrow focuses on specific technical attributes. One of the key challenges—one that the OSI community is addressing head
Read More Shared by voicesofopensource May 23, 2024
Favorite In the rapidly evolving landscape of artificial intelligence (AI), the rise of generative AI models has ushered in a new era of personalized and intelligent experiences. Organizations are increasingly using the power of these language models to drive innovation and enhance their services, from natural language processing to content
Read More Shared by AWS Machine Learning May 22, 2024
Favorite This post is co-written with Aurélien Capdecomme and Bertrand d’Aure from 20 Minutes. With 19 million monthly readers, 20 Minutes is a major player in the French media landscape. The media organization delivers useful, relevant, and accessible information to an audience that consists primarily of young and active urban readers. Every
Read More Shared by AWS Machine Learning May 22, 2024