Linear probe accuracy on simple code metrics can guide layer pruning and roughly predict post-fine-tuning vulnerability detection performance, but several headline numbers in the abstract do not match the paper's own tables.
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LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs
Linear probe accuracy on simple code metrics can guide layer pruning and roughly predict post-fine-tuning vulnerability detection performance, but several headline numbers in the abstract do not match the paper's own tables.