Artificial intelligence

Artificial intelligence

Streamline custom model creation and deployment for Amazon Bedrock with Provisioned Throughput using Terraform

As customers seek to incorporate their corpus of knowledge into their generative artificial intelligence (AI)...
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Artificial intelligence

Exploring RAG Applications Across Languages: Conversing with the Mishnah | by Shlomo Tannor | May, 2024

Building a cross-lingual RAG system for Rabbinic texts15 min read·May 23, 2024In our case, we already have professional human translations of the Mishnah...
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Artificial intelligence

Unveiling the Diagnostic Landscape: Assessing AI and Human Performance in the Long Tail of Rare Diseases

Using extensive labeled data, supervised machine learning algorithms have surpassed human...
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Artificial intelligence

Prioritizing employee well-being: An innovative approach with generative AI and Amazon SageMaker Canvas

In today’s fast-paced corporate landscape, employee mental health has become a crucial aspect that organizations...
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Artificial intelligence

Understanding “You Only Cache Once” | by Matthew Gunton | Jun, 2024

To understand the changes made here, we first need to discuss the Key-Value Cache. Inside of the transformer we have 3 vectors that...
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Artificial intelligence

Sparse Maximal Update Parameterization (SμPar): Optimizing Sparse Neural Networks for Superior Training Dynamics and Efficiency

Sparse neural networks aim to optimize computational efficiency by reducing the...
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