A Comparative Analysis of LLM Memorization at Statistical and Internal Levels: Cross-Model Commonalities and Model-Specific Signatures

A Comparative Analysis of LLM Memorization at Statistical and Internal Levels: Cross-Model Commonalities and Model-Specific Signatures explores This research analyzes LLM memorization across multiple model families to uncover universal patterns and model-specific behaviors, aiming for a fundamental understanding of how LLMs retain information.. Commercial viability score: 4/10 in LLM Internals.