Welcome to "Constructing the Future," a 4-hour intensive bootcamp designed to get you going with Generative AI in Building a solid yet flexible and secure tech stack. This workshop is tailored for business and technical professionals eager to unlock the transformative potential of Generative AI in their internal operations as well as in their products and services. As Generative AI continues to shape industries, understanding its foundational tech stack becomes crucial for harnessing its capabilities effectively and ethically. In this bootcamp we will build together a fully Open Source Stack based on the currently highest rated (https://huggingface.co/spaces/lmsys/chatbot-arena-leaderboard) Apache licensed Language Model, the groundbraking Mixtral 8x7b.
The first half of our comprehensive 4-hour workshop, titled "Open Source Foundations: Building with Mixtral 8x7b," is dedicated to introducing participants to the foundational aspects of building a Generative AI tech stack using the open-source Mixtral 8x7b model. In these initial two hours, we focus on understanding the essentials of Generative AI, the architecture and capabilities of the Mixtral 8x7b model, and the critical importance of security in open-source AI systems.
Agenda Session I:
- Introduction to Generative AI & Open Source: Kick-off with an overview of Generative AI, emphasizing the transformative role of open-source models and frameworks.
- Deep Dive into Mixtral 8x7b: Explore the architecture and potential of the Mixtral 8x7b model, understanding how it can be the cornerstone of your AI tech stack.
- Security Strategies for Open Source AI: Discuss the unique challenges and solutions for ensuring security and data integrity in open-source AI systems, setting a strong foundation for your projects.
