For-Value: Efficient Forward-Only Data Valuation for finetuning LLMs and VLMs.

Wenlong Deng, Qi Zeng, Jiaming Zhang, Minghui Chen, Zixin Ding, Christos Thrampoulidis, Boying Gong, Xiaoxiao Li

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