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On the origin of neural scaling laws: from random graphs to natural language
Scaling laws have played a major role in the modern AI revolution, providing practitioners predictive power over how the model performance will improve with increasing data, compute, and number of model parameters.
On the origin of neural scaling laws: from random graphs to natural language
TLDR
Scaling laws have played a major role in the modern AI revolution, providing practitioners predictive power over how the model performance will improve with increasing data, compute, and number of model parameters.