How to Build LLMs with Open Source

Explore the world of Large Language Models (LLMs) in this 36-minute webinar presented by Canonical Ubuntu. Gain insights into LLM fundamentals, enterprise adoption challenges, and diverse applications beyond chatbots. Learn how to overcome barriers such as large datasets, computing power requirements, and talent shortages. Discover use cases, project development guidance, and the role of open source in LLM construction. Delve into basic architecture, ingestion pipelines, and recommended open source tools. Understand the build vs. use decision and explore the Kontrol LLM solution. Join AI/ML experts Andreea Munteanu and Maciej Mazur as they guide you through the LLM landscape, from its history to practical implementation strategies.

Introduction
History
Applications
Benefits
Build vs use
Basic architecture
ingestion pipeline
open source
Lchain
Open source tools
Recommended open source tools
Kontrol LLM solution