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WARP: Weight-Space Analysis for Recovering Training Data Portfolios

arXiv cs.LG · 2026-07-03 Cached

WARP is a framework that recovers the domain mixture weights of a fine-tuned model from its released weights by generating pseudo-checkpoints via model merging and extracting geometric features. It achieves low mean absolute error on BERT and GPT-2, outperforming membership inference.

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