PALM produces a small portfolio of LLMs that contains a near-optimal model for any user preference weight vector, with theoretical bounds on portfolio size and approximation quality.
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Many Preferences, Few Policies: Towards Scalable Language Model Personalization
PALM produces a small portfolio of LLMs that contains a near-optimal model for any user preference weight vector, with theoretical bounds on portfolio size and approximation quality.