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In areas with intermittent internet, a pre-loaded device (e.g., a $20 tablet) can run the CompleteTinyModelRaven Exclusive as a math tutor or language translator. The "completeness" means it has enough vocabulary and reasoning to handle grade-8 science questions.
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The exclusive version includes a lightweight JSON schema parser. This allows the tiny model to control IoT devices. For example, sending the prompt "Turn on the living room light and set thermostat to 72" yields structured output:



