Deep Dive into LLM Pre-Training: Paradigms, Mathematical Formulations, and Training Objectives

Building effective Transformer-based Pretrained Language Models (T-PTLMs) requires understanding how models acquire general linguistic representations and adapt to specialized domains. Pre-training si