Concept Influence: Leveraging Interpretability to Improve Performance and Efficiency in Training Data Attribution

Matthew Kowal, Goncalo Paulo, Louis Jaburi +6

As large language models are increasingly trained and fine-tuned, practitioners need methods to identify which training data drive specific behaviors, particularly unintended ones.…