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The research aims to explore functional control and pathway-specific inhibition within a passthrough-merged Qwen2.5 hybrid model.

May 24, 2026Open Access

Single-Dim Functional Control and Pathway-Specific Inhibition in a Passthrough-Merged Qwen2.5 Hybrid

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Randomized trial demonstrates functional control and inhibition pathways in a hybrid model, indicating novel control dimensions.

The research aims to explore functional control and pathway-specific inhibition within a passthrough-merged Qwen2.5 hybrid model.
D=758 state restoration in specific model blocks triggers a change in output style.
Functional taxonomy categorized dimensions into clean triggers, trigger+destabilizers, and pure destabilizers.
Interaction of dimension pairs with inhibitors assessed to understand pathway suppression.
Restoring D=758 causes a reproducible style switch in outputs.
Identified four categories for functional dimensions based on responses to trigger inputs.
Pathway-specific inhibition reveals binary separation in response paradigms, confirming structural relationships.

Ho Yiing Chen (2026) studied this question.

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