COPIUMS stands for Centralized Orange Pi Utilization Management System which helps you track and manage inventory of memory in your running Orange Pi devices. With COPIUMS, you can easily see which devices are being used, which models are running on them, and how much they are costing you to inference. You can also use COPIUMS to manage your Orange Pi devices remotely, making it easy to load hundreds of models into your Mixture of Experts LLM at home, in the garage, batteries included (convert hf models to rknn models as fast as TheBloke releases them with an LLM-assisted seamless CI/CD bulk model inventory and management chat widget tool that’s self-hosted at home).

This is a deep dive into how I made Matrix Milady, the processes and workflows that went into it, and how to reason with and get promising results with Stable Diffusion for creating a milady derivative that floods the timeline with adorable cuteness ^\_^