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Ownership Verification on Llama-2-7B Taylor Pruning 5% sparsity

0FSRBase+Non-Homologous Model
-2.8816.563655.44May 8, 2025

Evaluation results

MethodLinks
Base+Non-Homologous ModelTask Combination=Base+Non-Homologous Model, Pruning Type=Taylor, Sparsity=5%2025.050
Base (64)Task Combination=Base (64), Pruning Type=Taylor, Sparsity=5%2025.0514
Base (32)Task Combination=Base (32), Pruning Type=Taylor, Sparsity=5%2025.0524
Base+Homologous ModelTask Combination=Base+Homologous Model, Pruning Type=Taylor, Sparsity=5%2025.0536
Base+Chat TemplateTask Combination=Base+Chat Template, Pruning Type=Taylor, Sparsity=5%2025.0538
Base+S2.7-P+[D+Z]Task Combination=Base+S2.7-P+[D+Z], Pruning Type=Taylor, Sparsity=5%2025.0572