Local Model Operations

Use this skill to choose and operate local or self-hosted LLM workflows when privacy, offline access, or low-friction experimentation matter more than large-cluster serving.

This skill covers:

• local runtime choice for laptops, workstations, and small self-hosted setups
• team-facing local or private chat surfaces
• single-binary or minimal-dependency model packaging
• lightweight adaptation paths before full training or cluster-scale serving
• evaluation and escalation rules before a local stack becomes a product dependency

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