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A software engineer stopped treating local AI models like Pokémon after realizing most sat unused. The setup now assigns DeepSeek 14B for everyday tasks, GPT-OSS 20B for document analysis, and Qwen 2.5 Coder for code work. Models must earn their place by improving actual workflow.
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