Irish Educator Seeks Community Advice for New AI Lab Curriculum
An educator at a public further education college in Ireland secured funding for a new AI lab and asked the LocalLLaMA community for curriculum suggestions. The initiative aims to teach students practical technical skills that go well beyond basic ChatGPT prompt usage. As demand for open-source AI and localized deployment grows, vocational education must move beyond basic chatbot interactions to stay relevant. Training students on hardware setup, local inference, and application integration directly prepares them for practical technical roles in the modern workforce. The newly funded lab features capable hardware suitable for running and experimenting with open-weight models locally. Proposed focus areas include open-source LLM runtimes, prompt engineering, fine-tuning, data privacy, and building applications using APIs.
## BACKGROUND
Local Large Language Models (LLMs) allow users to run AI models on their own hardware using tools like Ollama or llama.cpp rather than relying on proprietary cloud APIs. This approach provides total control over data privacy, avoids recurring usage costs, and allows for custom fine-tuning. Further education colleges focus on vocational and practical technical training, making hands-on AI deployment an effective skill set to teach.