Model Fingerprinting on Continual Pretrain Positive Samples
268.72Absolute Z-scoreAWM
Evaluation Results
| Method | Links | |
|---|---|---|
| AWMBase=Gemma-7B, Offspring=Code (500B)2025.10 | 268.72 | |
| AWMBase=Llama2-7B, Offspring=Python (620B)2025.10 | 253.28 | |
| AWMBase=Llama2-7B, Offspring=Code (520B)2025.10 | 250.78 | |
| AWMBase=Llama2-7B, Offspring=Llemma (700B)2025.10 | 250.32 | |
| AWMBase=Llama2-70B, Offspring=Code (520B)2025.10 | 241.12 | |
| AWMBase=Llama2-70B, Offspring=Python (620B)2025.10 | 232.92 | |
| AWMBase=Gemma-2B, Offspring=Code (500B)2025.10 | 198.18 | |
| AWMBase=Qwen2-7B, Offspring=Math (700B)2025.10 | 183.49 | |
| AWMBase=Qwen2.5-7B, Offspring=Math (1T)2025.10 | 177.57 | |
| AWMBase=Qwen2-7B, Offspring=Coder (5.5T)2025.10 | 135.17 | |
| HuRefBase=Gemma-7B, Offspring=Code (500B)2025.10 | 39.51 | |
| HuRefBase=Gemma-2B, Offspring=Code (500B)2025.10 | 28.97 | |
| HuRefBase=Llama2-7B, Offspring=Code (520B)2025.10 | 9.41 | |
| HuRefBase=Llama2-7B, Offspring=Python (620B)2025.10 | 9.19 | |
| HuRefBase=Llama2-7B, Offspring=Llemma (700B)2025.10 | 8.15 | |
| HuRefBase=Llama2-70B, Offspring=Code (520B)2025.10 | 3.43 | |
| HuRefBase=Llama2-70B, Offspring=Python (620B)2025.10 | 2.78 | |
| REEFBase=Llama2-70B, Offspring=Code (520B)2025.10 | 1.93 | |
| REEFBase=Llama2-70B, Offspring=Python (620B)2025.10 | 1.92 | |
| REEFBase=Llama2-7B, Offspring=Python (620B)2025.10 | 1.77 | |
| REEFBase=Llama2-7B, Offspring=Llemma (700B)2025.10 | 1.66 | |
| REEFBase=Gemma-7B, Offspring=Code (500B)2025.10 | 1.52 | |
| REEFBase=Llama2-7B, Offspring=Code (520B)2025.10 | 1.31 | |
| REEFBase=Qwen2-7B, Offspring=Coder (5.5T)2025.10 | 1.29 | |
| REEFBase=Qwen2-7B, Offspring=Math (700B)2025.10 | 1.09 | |
| REEFBase=Qwen2.5-7B, Offspring=Math (1T)2025.10 | 1.04 | |
| HuRefBase=Qwen2-7B, Offspring=Math (700B)2025.10 | 1.01 | |
| HuRefBase=Qwen2-7B, Offspring=Coder (5.5T)2025.10 | 0.57 | |
| REEFBase=Gemma-2B, Offspring=Code (500B)2025.10 | 0.32 | |
| HuRefBase=Qwen2.5-7B, Offspring=Math (1T)2025.10 | 0.28 |