Revisiting the Grokking Challenge In recent years, the phenomenon of grokking—where deep learning models exhibit a delayed yet sudden transition from memorization to generalization—has prompted renewed investigation into training dynamics. Initially observed in small algorithmic […]
Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Coding with the help of AI models continues to gain popularity, but many have highlighted issues that […]
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As geopolitical events shape the world, it’s no surprise that they affect technology too – specifically, in the ways that the current AI market is changing, alongside its accepted methodology, how it’s developed, and the […]
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Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More The distant horizon is always murky, the minute details obscured by sheer distance and atmospheric haze. This […]
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Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Software companies have a lot of decisions to make as they move through the stages of […]
Challenges in Constructing Effective Pretraining Data Mixtures As large language models (LLMs) scale in size and capability, the choice of pretraining data remains a critical determinant of downstream performance. Most LLMs are trained on large, […]
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