AI Efficiency ToolboxNewsletter
Local Lab

Local Lab

Experiments, tool comparisons, speed notes, prompt tests, and useful failures.

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Prompt template failure log

Prompt template failure log recorded as a reusable lab note.

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MacBook Air local model baseline

MacBook Air local model baseline recorded as a reusable lab note.

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Small model speed baseline

A repeatable lab format for testing whether small local models are fast enough.