Mitigating Memorization in LLMs: @dair_ai noted this paper presents a modification of the next-token prediction objective named goldfish decline to assist mitigate the verbatim generation of memorized education data. LingOly Obstacle Introduces: A completely new LingOly benchmark is addressing the analysis of LLMs in advanced reasoning invol