LLMs Workshop: Practical Exercises of Large Language Models

Our exhaustive 4-hour workshop dives ground dwellers learners into revolutionary Large Language Modelling spaces. It serves the need of bridging theory with the practical side of learning outfit. Thus, whether budding data scientist, amateur AI enthusiast, or indeed the professional with a well-honed toolkit considering augmenting it, this course is meant to empower you with experience in putting LLMs to good use in performing varied real-world applications.

What You Would Learn:

• A Primer I on the Advanced Techniques: Start off with basics regarding the Large Language Models architecture and capabilities of the progression to advanced optimization methods like Quantization and LoRA.
• Applications in the Real World: Get spirited as projects like building a semantic search engine to find movies or developing a chat interface with scholarly articles come into your mind, or hold the kind of knowledge you apply in solid, moving ways.
• Model Publication Learning: Bonus content on which you'll also learn how to float your fine-tuned models into the world, through Huggingface, giving your presence in the AI community further visibility.

Target Learners:

This course is very much suited for those individuals seeking to further their insights into LLMs and use the models in innovative applications. It is a program for AI professionals, data scientists and researchers who want to expand their talents and apply these models to solve complicated problems.