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From Files to Chunks: Improving Hugging Face Storage Efficiency

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Large Language Models explained briefly

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The scale of training LLMs

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The Need for Speed: NVIDIA Accelerates Majority of World’s Supercomputers to Drive Advancements in Science and Technology

Starting with the release of CUDA in 2006, NVIDIA has driven advancements in AI and accelerated computing — and the most recent TOP500 list of the world’s most powerful supercomputers highlights the culmination of the company’s achievements in the field. This year, 384 systems on the TOP500 list are powered by NVIDIA technologies. Among the
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Faster Text Generation with Self-Speculative Decoding

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Introduction to the Open Leaderboard for Japanese LLMs

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Processing High-Quality Vietnamese Language Data with NVIDIA NeMo Curator

The process of data curation for LLMs.Open-source large language models (LLMs) excel in English but struggle with other languages, especially the languages of Southeast Asia. This is primarily due…The process of data curation for LLMs.

Open-source large language models (LLMs) excel in English but struggle with other languages, especially the languages of Southeast Asia. This is primarily due to a lack of training data in these languages, limited understanding of local cultures, and insufficient tokens to capture unique linguistic structures and expressions. To fully meet customer needs, enterprises in non-English-speaking…

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AI at COP29: Balancing Innovation and Sustainability

As COP29 attendees gather in Baku, Azerbaijan, to tackle climate change, the role AI plays in environmental sustainability is front and center. A panel hosted by Deloitte brought together industry leaders to explore ways to reduce AI’s environmental footprint and align its growth with climate goals. Experts from Crusoe Energy Systems, EON, the International Energy
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AI Research Delivers Rapid, Accurate Prostate Cancer Predictions

An MRI of cancer tumors.Prostate cancer researchers unveiled a new AI-powered model that can quickly analyze MRIs to accurately predict how prostate cancer tumors may develop and…An MRI of cancer tumors.

Prostate cancer researchers unveiled a new AI-powered model that can quickly analyze MRIs to accurately predict how prostate cancer tumors may develop and potentially metastasize over time. The technology uses a segmentation algorithm to quickly analyze MRIs of prostates and outline—in detail—the contours of any cancerous tumors. The model can then calculate the volume of the tumors it…

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This puzzle is tricker than it seems