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Session 3.3e Tutorial: Training a Security-focused LLM with InstructLab

Tracks
Thursday, November 14, 2024
10:30 AM - 11:30 AM
Sutherland Theatre

Details

InstructLab is an open source project that has fundamentally changed how we interact with artificial intelligence (AI). Only several years ago we needed teams of AI experts and dedicated hardware to train a large language model (LLM) and teach it to respond to natural language prompts. Now, with InstructLab, we can train an LLM on a laptop using a simple "question and answer" format. Creating security policy for applications can be a difficult and time-consuming task. In this tutorial we'll use InstructLab to train a large language model (LLM), and help users navigate the difficult process of creating security policy for an application. This session is useful for anyone wanting to know more about artificial intelligence (AI), large language models (LLMs), and how to train a domain-specific AI model.


Speaker

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Mr Shane Boulden
Solution Architect
Red Hat

Biography

Shane Boulden is a Red Hat Solution Architect supporting organisations across Australia to adopt open source technologies.
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