One Adapter Pair per Model: A Universal Activation Interface for Language Models

Su-Hyeon Kim, Jiwan Mun, Yo-Sub Han

Activation-based tools are usually tied to one model's native hidden space, requiring probes, sparse autoencoders, and natural-language interpreters to be rebuilt or rediscovered f…