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ollama/ollama Go

Ollama: Architectural Analysis of Local LLM Containerization Runtime

Ollama provides a Go-based orchestration layer over llama.cpp, implementing a container-like abstraction for quantized models via Modelfiles. The architecture prioritizes developer experience and cross-platform deployment over horizontal scalability, creating a single-node inference server with OpenAI API compatibility. This analysis examines the system's layered serving stack, CGO-bound performance characteristics, and saturation phase market position.