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ResearchFormerly WizWand

LLM Similarity Measurement on Unstructured Pruning

1Similarity ScoreLogits
0.3760.5380.70.862Jul 3, 2026
Updated 4mo ago

Evaluation results

MethodLinks
LogitsPruning Ratio=30%2026.071
LogitsPruning Ratio=50%2026.071
PCSPruning Ratio=30%2026.070.99
REEFPruning Ratio=30%2026.070.99
GhostSpecPruning Ratio=30%2026.070.99
LogitsPruning Ratio=70%2026.070.99
REEFPruning Ratio=50%2026.070.98
REEFPruning Ratio=70%2026.070.98
PCSPruning Ratio=50%2026.070.9
Spectral SignaturePruning Ratio=30%2026.070.89
GhostSpecPruning Ratio=50%2026.070.89
Spectral SignaturePruning Ratio=50%2026.070.89
PCSPruning Ratio=70%2026.070.78
GhostSpecPruning Ratio=70%2026.070.7
Spectral SignaturePruning Ratio=70%2026.070.4