Machinelearning, Optimization, Datascaling, AI, Training.
ratio of parameters to training data, leading to better performance with less waste. Improved Generalization: Models that are too large for the available data tend to overfit, capturing noise rather than the underlying patterns. Following the Chinchilla scaling laws helps in designing models that