ChatGPT from Scratch: How to Train an Enterprise AI Assistant

Explore the intricacies of building an enterprise-grade AI assistant in this comprehensive conference talk from GOTO Copenhagen 2023. Dive into the evolution of Large Language Models (LLMs), their core architecture, and essential components. Learn techniques for curating domain-specific datasets, efficient model training strategies, and deployment considerations. Gain insights into security and ethical aspects of LLM implementation in business environments. Follow along as the speaker demonstrates a practical LLM walkthrough, covering everything from data preparation to model deployment. Whether you're a novice in Natural Language Processing or an experienced developer, acquire the knowledge and confidence to prototype intelligent conversational agents for your organization.

Intro
1. History
2. Core architecture & components
3. Data preparation
4. Modelling & training
5. Deployment
6. Extras
7. Demo
Outro