As large language models (LLMs) become more powerful and techniques for reducing their computational requirements mature, two compelling questions emerge. First, what is the most advanced LLM that can be run and deployed at the edge? And second, how can real-world applications leverage these advancements? Running a state-of-the-art open-source LLM like Llama 2 70B, even at reduced FP16…
]]>Over the past decade, the rapid development of deep learning convolutional neural networks has completely revolutionized how computer vision tasks are performed. Algorithm, software, and hardware improvements have enabled single computer vision models to run at incredibly fast speeds. This real-time performance opens up new possibilities for a wide range of applications, such as digital surgery.
]]>The NVIDIA Clara AGX development kit with the us4R ultrasound development system makes it possible to quickly develop and test a real-time AI processing system for ultrasound imaging. The Clara AGX development kit has an Arm CPU and high-performance RTX 6000 GPU. The us4R teamwork provides ultrasound system designers with the ability to develop, prototype, and test end-to-end software-defined…
]]>The most commonly diagnosed cancer in the US today is skin cancer. There are three main variants: melanoma, basal cell carcinoma (BCC), and squamous cell carcinoma (SCC). Though melanoma only accounts for roughly 1% of all skin cancers, it is the most fatal, metastasizing rapidly without early detection and treatment. This makes early detection critical, as numerous studies show significantly…
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