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All SourcesarXiv
#behavior control

Why Steering Works: Toward a Unified View of Language Model Parameter Dynamics

Intermediate
Ziwen Xu, Chenyan Wu et al.Feb 2arXiv

The paper shows that three popular ways to control language models—fine-tuning a few weights, LoRA, and activation steering—are actually the same kind of action: a dynamic weight update driven by a control knob.

#language model steering#dynamic weight updates#activation steering