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docs: publish clean model card (validation + control telemetry)

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  1. README.md +1 -1
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@@ -55,7 +55,7 @@ Set your target information ratio \( S^* \), and our PI controller automatically
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  **Note:** HuggingFace UI shows only the root 1B model. Load 3B models using `subfolder="3b-scu"` parameter in code.
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- ![Validation: Base vs SCU](assets/figures/validation_delta.png)
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  **Note:** HuggingFace UI shows only the root 1B model. Load 3B models using `subfolder="3b-scu"` parameter in code.
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+ ![Validation: Base vs SCU](https://raw.githubusercontent.com/Hmbown/shannon-control-unit/main/assets/figures/validation_3b_comparison.png)
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