DOCS: Quantifying Weight Similarity for Deeper Insights into Large Language Models

Zeping Min, Xinshang Wang

We introduce a novel index, the Distribution of Cosine Similarity (DOCS), for quantitatively assessing the similarity between weight matrices in Large Language Models (LLMs), aimin…