PRISM: Preference-Aware Influence Function Based Data Selection Method for Efficient Fine-Tuning

Qihao Lin, Guanxu Chen, Dongrui Liu +1

As LLMs continue to scale up, improving training efficiency heavily relies on effective data utilization. Data selection mitigates this issue by allocating the limited training bud…