AI for Nonprofits

Chapter 21Developing Your Own Custom Large Language Model

Based on insights from an interview with Craig Johnson.

Welcome to the AI revolution! As a nonprofit leader and maybe even a technologist, you've probably heard the buzz about AI and how it can transform your organization. This chapter will guide you through creating your own large language model (LLM) or generative pre-trained transformer (GPT) specifically for project management and internal communications. At its core, this means you can feed your bot information, documents, and materials so it gets to know you: how your nonprofit speaks, its goals and programs, the relevance of key stakeholders, and your ultimate mission. Having your own LLM means you can upload this information once, instead of at the beginning of each prompt or request. By leveraging AI, you can supercharge your nonprofit's efficiency and effectiveness, making it easier to manage projects, communicate internally, and ultimately, achieve your mission. Imagine a tool that can draft emails, summarize long reports, and even generate new project ideas, all tailored to your nonprofit's unique needs. Let's dive into the nuts and bolts of setting up your own LLM and explore why it matters for your cause.

Critical Skills and Competencies

Create a Guidebook

Before diving into the AI waters, you need a solid plan. As covered in many of the other chapters, your first step is to develop guidelines that outline and underpin your AI strategy. Your AI-powered ...