Hubble: a Model Suite to Advance the Study of LLM Memorization
ICLROral2026
TL;DR
Hubble is a suite of paired LLMs (largest 8B), where the perturbed models are trained in the same way as standard models but with text (e.g. book passages, biographies, and test sets) inserted and designed to emulate key memorization risks.
Opening excerpt from the authors’ abstract. source
Read the paper
Topics
graph llm