Many Preferences, Few Policies: Towards Scalable Language Model Personalization

Cheol Woo Kim, Jai Moondra, Roozbeh Nahavandi +3

The holy grail of LLM personalization is a single LLM for each user, perfectly aligned with that user's preferences. However, maintaining a separate LLM per user is impractical due…