Data Selection for Fine-tuning Large Language Models Using Transferred Shapley Values

Stephanie Schoch, Ritwick Mishra, Yangfeng Ji

Although Shapley values have been shown to be highly effective for identifying harmful training instances, dataset size and model complexity constraints limit the ability to apply…