LLMs 101: Large language models explained

Summary

The article provides a basic overview of large language models (LLMs), explaining their functionality and applications. LLMs are AI systems that process and generate human-like text using transformer architecture, trained on vast datasets to predict the next word in a sequence. The piece differentiates between general-purpose, task-specific, and multimodal models, as well as closed-source and open-source LLMs. Why it matters: LLMs are foundational for advancements in Arabic NLP, as evidenced by models like MBZUAI's Jais, and understanding their mechanics is crucial for regional AI development.