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@@ -327,5 +327,7 @@ Training Scope Only LoRA weights updated; main model remains fixed
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  This approach enables self-corrective, explainable, and meta-aware learning, pushing beyond standard RLHF and toward autonomous reasoning agents.
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- ![GMPo Diagram](https://huggingface.co/liberalusa/liberalmind_bin/blob/main/kl_critic_plot.png)
 
 
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  This approach enables self-corrective, explainable, and meta-aware learning, pushing beyond standard RLHF and toward autonomous reasoning agents.
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+ <p align="center">
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+ <img src="https://huggingface.co/liberalusa/liberalmind_bin/resolve/main/kl_critic_plot.png" width="600"/>
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+ </p>
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