Model Fingerprinting Robustness on Llemma 7B
99.62Similarity ScoreREEF
Evaluation Results
| Method | Links | |
|---|---|---|
| REEFFine-tuning data scale (tokens)=700B tokens, Base model=Llama-2-7B2026.04 | 99.62 | |
| ATTNDIFFFine-tuning data scale (tokens)=700B tokens, Base model=Llama-2-7B2026.04 | 98.56 | |
| LLMMapFine-tuning data scale (tokens)=700B tokens, Base model=Llama-2-7B2026.04 | 89.98 | |
| LogitsFine-tuning data scale (tokens)=700B tokens, Base model=Llama-2-7B2026.04 | 63.67 | |
| ICSFine-tuning data scale (tokens)=700B tokens, Base model=Llama-2-7B2026.04 | 51.04 | |
| PCSFine-tuning data scale (tokens)=700B tokens, Base model=Llama-2-7B2026.04 | 50.52 | |
| ProFlingoFine-tuning data scale (tokens)=700B tokens, Base model=Llama-2-7B2026.04 | 14 |