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Electrical and Computer Engineering Department University of Illinois at Urbana-Champaign
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Fisher8 reorients gradient updates using Fisher geometry, leading to superior uncertainty predictions without introducing complex hyperparameters.
Vector-based fine-tuning just got an 8x speed boost, rivaling LoRA's performance with a fraction of the parameters, thanks to a clever gradient-informed initialization.