The paper finds power-law structure in cross-layer cosine distances of weight singular-value vectors and reshapes LoRA initialization toward a larger model's distribution to slightly improve fine-tuning.
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Exploring and Reshaping the Weight Distribution in LLM
The paper finds power-law structure in cross-layer cosine distances of weight singular-value vectors and reshapes LoRA initialization toward a larger model's distribution to slightly improve fine-tuning.