Introducing GenAI and LLMs

In the dynamic field of AI, language models stand as titans of NLU and generation. These models have not only revolutionized the way we interact with machines but have also sparked a renaissance in GenAI.

In this section, we’ll delve into the world of LLMs, which are generative language models trained on massive text corpora (think in terms of most of the public data available on the internet) and can contain billions of parameters. We will focus on exploring LLMs: their architecture, training, and the transformative impact they have had on various applications, from text generation to chatbots, language translation, and even creative storytelling.

Unveiling language models

At their core, language models are GenAI models – these are AI models that generate texts, images, or other forms of media.

Specifically, language models are probabilistic models that learn the patterns, structure, and semantics of NL through NLP tasks. These...