Scaling Laws and Model Comparison: New Frontiers in Large-Scale Machine Learning
Large language models (LLMs) have gained significant attention in machine learning, shifting the focus from optimizing generalization on small datasets to reducing approximation error on massive text corpora. This paradigm…