Sketching the Readout of Large Language Models for Scalable Data Attribution and Valuation

Yide Ran, Jianwen Xie, Minghui Wang +4

Data attribution and valuation are critical for understanding data-model synergy for Large Language Models (LLMs), yet existing gradient-based methods suffer from scalability chall…