Artificial Intelligence and Machine Learning

Artificial Intelligence

We are interested in learning about and experimenting with Artificial Intelligence and Machine Learning, and our plans include these projects.

  • Setting up an environment to run Large Language Models (LLMs) locally on a high-performance Mac system
  • Exposing our LLMs via a web interface so that we can use them within our network from multiple devices
  • Creating specialized versions of publicly available LLMs using Retrieval-Augmented Generation (RAG) and LLM Fine-Tuning techniques.
  • Running benchmarks using various LLMs on our Apple Silicon Workstation and Server.
  • Exploring Artificial Intelligence applications, including software generation, image generation, and domain-specific learning.

We are building a high-performance Workstation and Server using Apple Silicon. It should be ideal for these and many other projects.

Are you wondering what you can do with all of this? Here’s a simple project that we did using our AI platform.

Anita's and Fred's Home Lab

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