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Training Process

All articles tagged with #training process

technology5 months ago

Apple's AI: Privacy-Focused Innovations and Key Features

Apple has published a detailed tech report on its new AI models, revealing innovations such as splitting the on-device model into two blocks to optimize performance and memory, and developing a custom Parallel-Track Transformer with Mixture of Experts for its cloud-based model to enhance speed and accuracy. The company also expanded multilingual capabilities significantly and sourced data from web crawling, licensed content, synthetic data, and extensive image-caption pairs, all while maintaining a privacy-conscious approach.

technology1 year ago

"Understanding Neural Network Learning: A Visual Guide"

This article is part of a series on deep learning and explores how neural networks learn through the training process, using the example of predicting ice cream sales based on temperature and day of the week. It discusses determining the architecture of the neural network, including the number of hidden layers, neurons, and activation functions, and introduces terminology related to weights.