Foundation of AI Brilliance: Unpacking Pre-Training of Large Language Models
In the mesmerizing realm of Artificial Intelligence, the journey of a Large Language Model (LLM) from a nascent stage to a wise oracle capable of understanding and generating human-like text is nothing short of a marvel. At the heart of this journey lies the process of Pre-Training—a phase of paramount importance that shapes the core intelligence of LLMs like ChatGPT. This article aims to demystify Pre-Training, offering insights that cater to both AI novices and data science veterans, while also highlighting the broader implications, including environmental considerations. Understanding Pre-Training: Pre-Training is the initial learning phase where a model, such as…