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ResearchFormerly WizWand

Fingerprint Removal on LLM Fingerprinting Evaluation Alpaca-GPT4-52k

0ASR Error RateF-T
-4235077Jan 7, 2026
Updated 8mo ago

Evaluation results

MethodLinks
F-TModel=Mistral-7B, Fingerprinting Method=IF2026.010
MergeModel=Mistral-7B, Fingerprinting Method=IF, Merge Ratio=4:62026.010
MergeModel=Mistral-7B, Fingerprinting Method=IF, Merge Ratio=5:52026.010
MergeModel=Mistral-7B, Fingerprinting Method=IF, Merge Ratio=6:42026.010
UniTEModel=Mistral-7B, Fingerprinting Method=IF, Ensemble Size=2M2026.010
F-TModel=Mistral-7B, Fingerprinting Method=C&H2026.010
GRIModel=Mistral-7B, Fingerprinting Method=C&H2026.010
MergeModel=Mistral-7B, Fingerprinting Method=C&H, Merge Ratio=4:62026.010
MergeModel=Mistral-7B, Fingerprinting Method=C&H, Merge Ratio=5:52026.010
MergeModel=Mistral-7B, Fingerprinting Method=C&H, Merge Ratio=6:42026.010
F-TModel=Mistral-7B, Fingerprinting Method=ImF2026.010
GRIModel=Mistral-7B, Fingerprinting Method=ImF2026.010
MergeModel=Mistral-7B, Fingerprinting Method=ImF, Merge Ratio=4:62026.010
MergeModel=Mistral-7B, Fingerprinting Method=ImF, Merge Ratio=5:52026.010
MergeModel=Mistral-7B, Fingerprinting Method=ImF, Merge Ratio=6:42026.010
F-TModel=Qwen2.5-7B, Fingerprinting Method=IF2026.010
MergeModel=Qwen2.5-7B, Fingerprinting Method=IF, Merge Ratio=4:62026.010
MergeModel=Qwen2.5-7B, Fingerprinting Method=IF, Merge Ratio=6:42026.010
UniTEModel=Qwen2.5-7B, Fingerprinting Method=IF, Ensemble Size=3M2026.010
UniTEModel=Qwen2.5-7B, Fingerprinting Method=IF, Ensemble Size=4M2026.010
F-TModel=Qwen2.5-7B, Fingerprinting Method=C&H2026.010
GRIModel=Qwen2.5-7B, Fingerprinting Method=C&H2026.010
MergeModel=Qwen2.5-7B, Fingerprinting Method=C&H, Merge Ratio=4:62026.010
MergeModel=Qwen2.5-7B, Fingerprinting Method=C&H, Merge Ratio=5:52026.010
MergeModel=Qwen2.5-7B, Fingerprinting Method=C&H, Merge Ratio=6:42026.010
F-TModel=Qwen2.5-7B, Fingerprinting Method=ImF2026.010
GRIModel=Qwen2.5-7B, Fingerprinting Method=ImF2026.010
MergeModel=Qwen2.5-7B, Fingerprinting Method=ImF, Merge Ratio=4:62026.010
UniTEModel=Qwen2.5-7B, Fingerprinting Method=C&H, Ensemble Size=3M2026.0110
UniTEModel=Qwen2.5-7B, Fingerprinting Method=C&H, Ensemble Size=4M2026.0110
UniTEModel=Mistral-7B, Fingerprinting Method=C&H, Ensemble Size=3M2026.0120
UniTEModel=Mistral-7B, Fingerprinting Method=C&H, Ensemble Size=4M2026.0130
UniTEModel=Mistral-7B, Fingerprinting Method=IF, Ensemble Size=4M2026.0140
MergeModel=Qwen2.5-7B, Fingerprinting Method=ImF, Merge Ratio=6:42026.0140
UniTEModel=Mistral-7B, Fingerprinting Method=C&H, Ensemble Size=2M2026.0150
UniTEModel=Mistral-7B, Fingerprinting Method=ImF, Ensemble Size=3M2026.0150
UniTEModel=Qwen2.5-7B, Fingerprinting Method=C&H, Ensemble Size=2M2026.0150
UniTEModel=Qwen2.5-7B, Fingerprinting Method=ImF, Ensemble Size=4M2026.0150
UniTEModel=Mistral-7B, Fingerprinting Method=ImF, Ensemble Size=2M2026.0160
UniTEModel=Mistral-7B, Fingerprinting Method=ImF, Ensemble Size=4M2026.0180
SVAModel=Mistral-7B, Fingerprinting Method=IF2026.0190
SVAModel=Mistral-7B, Fingerprinting Method=ImF2026.0190
MEraserModel=Qwen2.5-7B, Fingerprinting Method=C&H2026.0190
UniTEModel=Qwen2.5-7B, Fingerprinting Method=ImF, Ensemble Size=3M2026.0190
SVAModel=Qwen2.5-7B, Fingerprinting Method=ImF2026.0190
GRIModel=Mistral-7B, Fingerprinting Method=IF2026.01100
MEraserModel=Mistral-7B, Fingerprinting Method=IF2026.01100
UniTEModel=Mistral-7B, Fingerprinting Method=IF, Ensemble Size=3M2026.01100
TFAModel=Mistral-7B, Fingerprinting Method=IF2026.01100
MEraserModel=Mistral-7B, Fingerprinting Method=C&H2026.01100
SVAModel=Mistral-7B, Fingerprinting Method=C&H2026.01100
TFAModel=Mistral-7B, Fingerprinting Method=C&H2026.01100
MEraserModel=Mistral-7B, Fingerprinting Method=ImF2026.01100
TFAModel=Mistral-7B, Fingerprinting Method=ImF2026.01100
GRIModel=Qwen2.5-7B, Fingerprinting Method=IF2026.01100
MEraserModel=Qwen2.5-7B, Fingerprinting Method=IF2026.01100
MergeModel=Qwen2.5-7B, Fingerprinting Method=IF, Merge Ratio=5:52026.01100
UniTEModel=Qwen2.5-7B, Fingerprinting Method=IF, Ensemble Size=2M2026.01100
SVAModel=Qwen2.5-7B, Fingerprinting Method=IF2026.01100
TFAModel=Qwen2.5-7B, Fingerprinting Method=IF2026.01100
SVAModel=Qwen2.5-7B, Fingerprinting Method=C&H2026.01100
TFAModel=Qwen2.5-7B, Fingerprinting Method=C&H2026.01100
MEraserModel=Qwen2.5-7B, Fingerprinting Method=ImF2026.01100
MergeModel=Qwen2.5-7B, Fingerprinting Method=ImF, Merge Ratio=5:52026.01100
UniTEModel=Qwen2.5-7B, Fingerprinting Method=ImF, Ensemble Size=2M2026.01100
TFAModel=Qwen2.5-7B, Fingerprinting Method=ImF2026.01100