Model Fingerprinting Robustness on Llama-2-Finance-7B
99.99Similarity ScoreLogits
Evaluation Results
| Method | Links | |
|---|---|---|
| LogitsFine-tuning data scale (tokens)=5M tokens, Base model=Llama-2-7B2026.04 | 99.99 | |
| ATTNDIFFFine-tuning data scale (tokens)=5M tokens, Base model=Llama-2-7B2026.04 | 99.89 | |
| PCSFine-tuning data scale (tokens)=5M tokens, Base model=Llama-2-7B2026.04 | 99.79 | |
| ICSFine-tuning data scale (tokens)=5M tokens, Base model=Llama-2-7B2026.04 | 99.52 | |
| REEFFine-tuning data scale (tokens)=5M tokens, Base model=Llama-2-7B2026.04 | 99.5 | |
| LLMMapFine-tuning data scale (tokens)=5M tokens, Base model=Llama-2-7B2026.04 | 89.86 | |
| ProFlingoFine-tuning data scale (tokens)=5M tokens, Base model=Llama-2-7B2026.04 | 24 |