Large language models (LLMs)
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Do large language models really need all those layers?
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Large language models (LLMs) have been around for a while but have really captured the attention of the public this year, with the advent of ChatGPT. LLMs ...

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Automated evaluation of RAG pipelines with exam generation
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In the swiftly evolving domain of large language models (LLMs), the accurate evaluation of retrieval-augmented-generation (RAG) models is paramount. In this ...

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A quick guide to Amazon’s papers at CVPR 2024
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In the past few years, foundation models and generative-AI models — and particularly, large language models (LLMs) — have become a major topic of AI ...

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Teaching language models to reason consistently
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Teaching large language models (LLMs) to reason is an active topic of research in natural-language processing, and a popular approach to that problem is the ...

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“Helping people stay reliably informed, so they can make good choices: that’s my motivation”
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Once upon a time, we could confidently pull on the threads of information around us and weave them into useful knowledge, because the higher-quality threads ...

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Amazon Bedrock offers access to multiple generative AI models
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The drive to harness the transformative power of high-end machine learning models has meant some businesses are facing new challenges. Teams want assistance ...

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Alexa Prize TaskBot Challenge 2 winner announced
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Amazon today announced that a team from NOVA School of Science and Technology (FCT NOVA) in Portugal has earned first place in the Alexa Prize TaskBot ...

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A quick guide to Amazon’s 30+ papers at NAACL 2024
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In recent years, the fields of natural-language processing and computational linguistics, which were revolutionized a decade ago by deep learning, were ...

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More-efficient recovery from failures during large-ML-model training
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Today’s large machine learning models — such as generative language models or vision-language models — are so big that the process of training them is ...

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How Project P.I. helps Amazon remove imperfect products
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Although there are hundreds of millions of products stored in Amazon fulfillment centers, it’s very rare for customers to report shipped products as ...

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