Qwen's 8B and 27B models now run locally on consumer hardware, but the decision to self-host versus use APIs hinges on memory costs, routing logic, and acceptance testing—not just raw capability. A working example: vision tasks and agent loops on the 27B, routine requests on the 8B. https://www.implicator.ai/qwens-8b-and-27b-models-make-local-routing-practical/ #AI #LocalModels #MLOps
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