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Large language models (LLMs) have gained significant attention in machine learning, shifting the focus from optimizing generalization on small datasets to reducing approximation error on massive text corpora. This paradigm shift presents researchers with new challenges in model development and training methodologies. The primary objective has evolved from preventing overfitting through regularization techniques to effectively… Read more

From October 14 to 18, Huawei will participate in the GITEX Global 2024, one of the world’s largest technology exhibitions, as a Diamond Sponsor. There, it will showcase a variety of innovative products and solutions at the exhibition under the theme “Accelerate Industrial Digitalization and Intelligence”. Huawei aims to come together with global industry customers,… Read more

By 2030, AI will have evolved from a back-office assistant to a front-line collaborator in enterprise. Those who embrace it will thrive.Read More Read more

Artificial intelligence (AI) is transforming rapidly, particularly in multimodal learning. Multimodal models aim to combine visual and textual information to enable machines to understand and generate content that requires inputs from both sources. This capability is vital for tasks such as image captioning, visual question answering, and content creation, where more than a single data… Read more

XGBoost has gained widespread recognition for its impressive performance in numerous Kaggle competitions, making it a favored choice for tackling complex machine learning challenges. Known for its efficiency in handling large datasets, this powerful algorithm stands out for its practicality and effectiveness. In this post, we will apply XGBoost to the Ames Housing dataset to… Read more

Should you buy an Instax Mini? Instax Mini Evo? Instax Square? We demystify Fujifilm’s Instax lineup to help you find the perfect instant camera (or printer). Read more

Gearing up to shred the slopes or dive into the seas? These photography tools are made for danger. Read more

Sitting at a desk for hours? Upgrade your WFH setup and work in style with these comfy WIRED-tested seats. Read more

In 1956 Henry Kissinger speculated in Foreign Affairs about how the nuclear stalemate between the United States and the Soviet Union could force national security officials into a terrible dilemma. His thesis was that the United States risked sending a signal to potential aggressors that, faced with conflict, defense officials would have only two choices:… Read more

Language models have become a cornerstone of modern NLP, enabling significant advancements in various applications, including text generation, machine translation, and question-answering systems. Recent research has focused on scaling these models in terms of the amount of training data and the number of parameters. These scaling laws have demonstrated that increasing data and model parameters… Read more