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Aug 15, 2023 · Artificial Intelligence

Why Do Neural Networks Suddenly ‘Grok’ After Long Training? Insights from Google

Google’s recent research reveals that when small neural networks are trained for extended periods on tasks like modular addition, they can abruptly shift from memorizing training data to genuinely generalizing—a sudden “grokking” phenomenon driven by weight decay and the emergence of periodic weight structures.