Scaling Laws and Model Performance

This chapter explores scaling laws in various domains, focusing on the influence of the transformer model on performance and loss metrics as compute resources are increased. It discusses reducible and irreducible loss, illustrating the inherent limits of model accuracy through examples and mathematical frameworks.