Transformers & Large Language Models Workshop

Explore the fascinating world of Transformers and Large Language Models (LLMs) within the field of Natural Language Processing (NLP). We'll delve into the background, core concepts and evolution of these advanced models, offering you a balanced mix of theory and real-world applications that will enable learners to apply Transformers and LLMs effectively in the context of NLP.

• Brief history and evolution of Natural Language Processing (NLP) methods and why they were developed.
• Deep dive into the Transformer architecture, including useful advice and techniques.
• Explanation of how Large Language Models (LLMs) relate to Transformers, with a focus on how LLMs are built.
• Prompting and fine tuning methods for LLMs, tailored to enhance their application in specific scenarios.
• Concrete applications of how LLMs are used.