Fingerprint Removal on LLM Fingerprinting Evaluation Alpaca-GPT4-52k
0ASR Error RateF-T
Evaluation Results
| Method | Links | |
|---|---|---|
| F-TModel=Mistral-7B, Fingerprinting Method=IF2026.01 | 0 | |
| MergeModel=Mistral-7B, Fingerprinting Method=IF, Merge Ratio=4:62026.01 | 0 | |
| MergeModel=Mistral-7B, Fingerprinting Method=IF, Merge Ratio=5:52026.01 | 0 | |
| MergeModel=Mistral-7B, Fingerprinting Method=IF, Merge Ratio=6:42026.01 | 0 | |
| UniTEModel=Mistral-7B, Fingerprinting Method=IF, Ensemble Size=2M2026.01 | 0 | |
| F-TModel=Mistral-7B, Fingerprinting Method=C&H2026.01 | 0 | |
| GRIModel=Mistral-7B, Fingerprinting Method=C&H2026.01 | 0 | |
| MergeModel=Mistral-7B, Fingerprinting Method=C&H, Merge Ratio=4:62026.01 | 0 | |
| MergeModel=Mistral-7B, Fingerprinting Method=C&H, Merge Ratio=5:52026.01 | 0 | |
| MergeModel=Mistral-7B, Fingerprinting Method=C&H, Merge Ratio=6:42026.01 | 0 | |
| F-TModel=Mistral-7B, Fingerprinting Method=ImF2026.01 | 0 | |
| GRIModel=Mistral-7B, Fingerprinting Method=ImF2026.01 | 0 | |
| MergeModel=Mistral-7B, Fingerprinting Method=ImF, Merge Ratio=4:62026.01 | 0 | |
| MergeModel=Mistral-7B, Fingerprinting Method=ImF, Merge Ratio=5:52026.01 | 0 | |
| MergeModel=Mistral-7B, Fingerprinting Method=ImF, Merge Ratio=6:42026.01 | 0 | |
| F-TModel=Qwen2.5-7B, Fingerprinting Method=IF2026.01 | 0 | |
| MergeModel=Qwen2.5-7B, Fingerprinting Method=IF, Merge Ratio=4:62026.01 | 0 | |
| MergeModel=Qwen2.5-7B, Fingerprinting Method=IF, Merge Ratio=6:42026.01 | 0 | |
| UniTEModel=Qwen2.5-7B, Fingerprinting Method=IF, Ensemble Size=3M2026.01 | 0 | |
| UniTEModel=Qwen2.5-7B, Fingerprinting Method=IF, Ensemble Size=4M2026.01 | 0 | |
| F-TModel=Qwen2.5-7B, Fingerprinting Method=C&H2026.01 | 0 | |
| GRIModel=Qwen2.5-7B, Fingerprinting Method=C&H2026.01 | 0 | |
| MergeModel=Qwen2.5-7B, Fingerprinting Method=C&H, Merge Ratio=4:62026.01 | 0 | |
| MergeModel=Qwen2.5-7B, Fingerprinting Method=C&H, Merge Ratio=5:52026.01 | 0 | |
| MergeModel=Qwen2.5-7B, Fingerprinting Method=C&H, Merge Ratio=6:42026.01 | 0 | |
| F-TModel=Qwen2.5-7B, Fingerprinting Method=ImF2026.01 | 0 | |
| GRIModel=Qwen2.5-7B, Fingerprinting Method=ImF2026.01 | 0 | |
| MergeModel=Qwen2.5-7B, Fingerprinting Method=ImF, Merge Ratio=4:62026.01 | 0 | |
| UniTEModel=Qwen2.5-7B, Fingerprinting Method=C&H, Ensemble Size=3M2026.01 | 10 | |
| UniTEModel=Qwen2.5-7B, Fingerprinting Method=C&H, Ensemble Size=4M2026.01 | 10 | |
| UniTEModel=Mistral-7B, Fingerprinting Method=C&H, Ensemble Size=3M2026.01 | 20 | |
| UniTEModel=Mistral-7B, Fingerprinting Method=C&H, Ensemble Size=4M2026.01 | 30 | |
| UniTEModel=Mistral-7B, Fingerprinting Method=IF, Ensemble Size=4M2026.01 | 40 | |
| MergeModel=Qwen2.5-7B, Fingerprinting Method=ImF, Merge Ratio=6:42026.01 | 40 | |
| UniTEModel=Mistral-7B, Fingerprinting Method=C&H, Ensemble Size=2M2026.01 | 50 | |
| UniTEModel=Mistral-7B, Fingerprinting Method=ImF, Ensemble Size=3M2026.01 | 50 | |
| UniTEModel=Qwen2.5-7B, Fingerprinting Method=C&H, Ensemble Size=2M2026.01 | 50 | |
| UniTEModel=Qwen2.5-7B, Fingerprinting Method=ImF, Ensemble Size=4M2026.01 | 50 | |
| UniTEModel=Mistral-7B, Fingerprinting Method=ImF, Ensemble Size=2M2026.01 | 60 | |
| UniTEModel=Mistral-7B, Fingerprinting Method=ImF, Ensemble Size=4M2026.01 | 80 | |
| SVAModel=Mistral-7B, Fingerprinting Method=IF2026.01 | 90 | |
| SVAModel=Mistral-7B, Fingerprinting Method=ImF2026.01 | 90 | |
| MEraserModel=Qwen2.5-7B, Fingerprinting Method=C&H2026.01 | 90 | |
| UniTEModel=Qwen2.5-7B, Fingerprinting Method=ImF, Ensemble Size=3M2026.01 | 90 | |
| SVAModel=Qwen2.5-7B, Fingerprinting Method=ImF2026.01 | 90 | |
| GRIModel=Mistral-7B, Fingerprinting Method=IF2026.01 | 100 | |
| MEraserModel=Mistral-7B, Fingerprinting Method=IF2026.01 | 100 | |
| UniTEModel=Mistral-7B, Fingerprinting Method=IF, Ensemble Size=3M2026.01 | 100 | |
| TFAModel=Mistral-7B, Fingerprinting Method=IF2026.01 | 100 | |
| MEraserModel=Mistral-7B, Fingerprinting Method=C&H2026.01 | 100 | |
| SVAModel=Mistral-7B, Fingerprinting Method=C&H2026.01 | 100 | |
| TFAModel=Mistral-7B, Fingerprinting Method=C&H2026.01 | 100 | |
| MEraserModel=Mistral-7B, Fingerprinting Method=ImF2026.01 | 100 | |
| TFAModel=Mistral-7B, Fingerprinting Method=ImF2026.01 | 100 | |
| GRIModel=Qwen2.5-7B, Fingerprinting Method=IF2026.01 | 100 | |
| MEraserModel=Qwen2.5-7B, Fingerprinting Method=IF2026.01 | 100 | |
| MergeModel=Qwen2.5-7B, Fingerprinting Method=IF, Merge Ratio=5:52026.01 | 100 | |
| UniTEModel=Qwen2.5-7B, Fingerprinting Method=IF, Ensemble Size=2M2026.01 | 100 | |
| SVAModel=Qwen2.5-7B, Fingerprinting Method=IF2026.01 | 100 | |
| TFAModel=Qwen2.5-7B, Fingerprinting Method=IF2026.01 | 100 | |
| SVAModel=Qwen2.5-7B, Fingerprinting Method=C&H2026.01 | 100 | |
| TFAModel=Qwen2.5-7B, Fingerprinting Method=C&H2026.01 | 100 | |
| MEraserModel=Qwen2.5-7B, Fingerprinting Method=ImF2026.01 | 100 | |
| MergeModel=Qwen2.5-7B, Fingerprinting Method=ImF, Merge Ratio=5:52026.01 | 100 | |
| UniTEModel=Qwen2.5-7B, Fingerprinting Method=ImF, Ensemble Size=2M2026.01 | 100 | |
| TFAModel=Qwen2.5-7B, Fingerprinting Method=ImF2026.01 | 100 |