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The Compute-Efficient Frontier
Research on scaling laws for LLMs suggests that while scaling model size (functional parameters), dataset size (tokens), and compute (amount of computing power) improves performance, diminishing returns are becoming evident. This is called the ‘compute-efficient frontier.’ Apparently, it does not depend much on architectural details (such as network width or depth) as long as reasonably Read the full article…
Are You Allergic?
Allergies are usually seen as simple immune system errors — an overreaction to harmless substances like pollen, dust, or certain foods. But what if an allergy is also about your mind, your emotions, and the way you interact with the world? From an AURELIS perspective, allergies may be more than just physical reactions. They can Read the full article…
The Top of the Flower Bud
It is in the nature of a flower bud to blossom, to bloom. This is part of the series ‘A Journey through 12 AURELIS Metaphors.’ For an introduction to this series and a list of the 12 metaphors, click here. Imagine a flower bud perched delicately on its stem. It holds infinite potential, every petal Read the full article…