The Ollama Mastery skill provides a comprehensive framework for managing local large language models within the Ahling Command Center. It specializes in optimizing performance for AMD ROCm hardware, specifically the RX 7900 XTX, and provides sophisticated patterns for multi-model routing, VRAM management, and custom Modelfile creation. Whether you are building RAG pipelines, smart home controllers, or multi-agent workflows with AutoGen, this skill ensures your local AI infrastructure is efficient, responsive, and properly allocated.
Key Features
01Custom Modelfile templates for Home Assistant and Coordinator agents
02Automated VRAM allocation and concurrent model loading strategies
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04Dynamic multi-model routing based on task complexity
05Integration patterns for RAG pipelines and Microsoft AutoGen
06AMD ROCm GPU optimization for RX 7900 XTX hardware
