Model Fingerprinting Robustness on WizardMath 7B
0.9999Similarity ScoreLogits
Evaluation Results
| Method | Links | |
|---|---|---|
| LogitsFine-tuning data scale (tokens)=1.8B tokens, Base model=Llama-2-7B2026.04 | 0.9999 | |
| ICSFine-tuning data scale (tokens)=1.8B tokens, Base model=Llama-2-7B2026.04 | 0.9985 | |
| ATTNDIFFFine-tuning data scale (tokens)=1.8B tokens, Base model=Llama-2-7B2026.04 | 0.9985 | |
| REEFFine-tuning data scale (tokens)=1.8B tokens, Base model=Llama-2-7B2026.04 | 0.9979 | |
| PCSFine-tuning data scale (tokens)=1.8B tokens, Base model=Llama-2-7B2026.04 | 0.9965 | |
| LLMMapFine-tuning data scale (tokens)=1.8B tokens, Base model=Llama-2-7B2026.04 | 0.7691 | |
| ProFlingoFine-tuning data scale (tokens)=1.8B tokens, Base model=Llama-2-7B2026.04 | 0.42 |