Unlocking Latent Personalization in LLMs
This work instantiates LatentPersonal with LoRA, leveraging its low-rank parameterization as a natural low-dimensional adaptation space for personalization, and infers a compact latent representation from a few user samples to guide user-specific model adaptation.
Wei Chen, Guanghui Zhu, Zhong-Liang Cai et al.
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