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 core concepts, evolution, and practical applications of these advanced models, offering you a balanced mix of theory and hands-on experience.

• 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 finetuning methods for LLMs, tailored to enhance their application in specific scenarios.
• Hands-on practice session with LLMs based on the theoretical foundations established before, along with concrete applications.