Model Fingerprinting Robustness on ChineseLLaMA 2-7B
99.74Similarity ScoreREEF
Evaluation Results
| Method | Links | |
|---|---|---|
| REEFFine-tuning data scale (tokens)=13B tokens, Base model=Llama-2-7B2026.04 | 99.74 | |
| ATTNDIFFFine-tuning data scale (tokens)=13B tokens, Base model=Llama-2-7B2026.04 | 99.63 | |
| PCSFine-tuning data scale (tokens)=13B tokens, Base model=Llama-2-7B2026.04 | 93.9 | |
| LLMMapFine-tuning data scale (tokens)=13B tokens, Base model=Llama-2-7B2026.04 | 87.2 | |
| ICSFine-tuning data scale (tokens)=13B tokens, Base model=Llama-2-7B2026.04 | 73.09 | |
| LogitsFine-tuning data scale (tokens)=13B tokens, Base model=Llama-2-7B2026.04 | 70.33 | |
| ProFlingoFine-tuning data scale (tokens)=13B tokens, Base model=Llama-2-7B2026.04 | 28 |