JerusML Hands-On sessions #4 - A small intro to Large Language Models

Join us for the 4th event in our immersive HANDS-ON sessions, where we'll explore the fascinating world of GenAI!

Registration is required to secure your spot. Please register using the following link: Registration Link

We are pleased to announce that Dimid Duchovny, NLP Data Scientist, will be the speaker for this event. Dimid brings extensive knowledge and experience in the field, making this meetup a valuable opportunity for anyone interested in natural language processing.

Agenda:
18:30 - 18:45— Mingling, etc.
18:45 - 19:00 — Greetings
19:00 - 19:50 — Talk + workshop
19:50 - 20:00 — Short break
20:00 - 21:00 — Talk + workshop

In this session, we will delve into the captivating world of GenAI, embarking on an exciting journey through the architecture and ideas behind transformer-based generative Large Language Models (LLMs). Unravel the fundamental concepts that underpin services such as ChatGPT, highlighting their ability to generate coherent and contextually rich text. Explore how these models leverage self-attention mechanisms to effectively capture dependencies and relationships within vast amounts of data, resulting in remarkable generative capabilities. We'll also discuss the training process from unsupervised pre-training to RLHF and touch upon inference.

Next, we will dive into the OpenAI API. Learn how to access the API, explore its various parameters, and discover how you can leverage this interface to generate creative and contextually relevant text. Gain insights into best practices and trade-offs.

To put theory into practice, we will conclude the session with an immersive hands-on coding experience. Participants will have the opportunity to experiment with GenAI and witness its capabilities firsthand.

Whether you are a seasoned data scientist, an AI enthusiast, or simply curious about the latest advancements in natural language processing, this meetup is designed to provide a hands-on introduction to GenAI. Bring your laptop and join us as we unlock the power of GenAI!

We look forward to seeing you there!