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ResearchFormerly WizWand

Model Fingerprinting on Continual Pretrain Positive Samples

268.72Absolute Z-scoreAWM
-10.457662.0212134.5206.9788Oct 8, 2025
Updated 8mo ago

Evaluation results

MethodLinks
AWMBase=Gemma-7B, Offspring=Code (500B)2025.10268.72
AWMBase=Llama2-7B, Offspring=Python (620B)2025.10253.28
AWMBase=Llama2-7B, Offspring=Code (520B)2025.10250.78
AWMBase=Llama2-7B, Offspring=Llemma (700B)2025.10250.32
AWMBase=Llama2-70B, Offspring=Code (520B)2025.10241.12
AWMBase=Llama2-70B, Offspring=Python (620B)2025.10232.92
AWMBase=Gemma-2B, Offspring=Code (500B)2025.10198.18
AWMBase=Qwen2-7B, Offspring=Math (700B)2025.10183.49
AWMBase=Qwen2.5-7B, Offspring=Math (1T)2025.10177.57
AWMBase=Qwen2-7B, Offspring=Coder (5.5T)2025.10135.17
HuRefBase=Gemma-7B, Offspring=Code (500B)2025.1039.51
HuRefBase=Gemma-2B, Offspring=Code (500B)2025.1028.97
HuRefBase=Llama2-7B, Offspring=Code (520B)2025.109.41
HuRefBase=Llama2-7B, Offspring=Python (620B)2025.109.19
HuRefBase=Llama2-7B, Offspring=Llemma (700B)2025.108.15
HuRefBase=Llama2-70B, Offspring=Code (520B)2025.103.43
HuRefBase=Llama2-70B, Offspring=Python (620B)2025.102.78
REEFBase=Llama2-70B, Offspring=Code (520B)2025.101.93
REEFBase=Llama2-70B, Offspring=Python (620B)2025.101.92
REEFBase=Llama2-7B, Offspring=Python (620B)2025.101.77
REEFBase=Llama2-7B, Offspring=Llemma (700B)2025.101.66
REEFBase=Gemma-7B, Offspring=Code (500B)2025.101.52
REEFBase=Llama2-7B, Offspring=Code (520B)2025.101.31
REEFBase=Qwen2-7B, Offspring=Coder (5.5T)2025.101.29
REEFBase=Qwen2-7B, Offspring=Math (700B)2025.101.09
REEFBase=Qwen2.5-7B, Offspring=Math (1T)2025.101.04
HuRefBase=Qwen2-7B, Offspring=Math (700B)2025.101.01
HuRefBase=Qwen2-7B, Offspring=Coder (5.5T)2025.100.57
REEFBase=Gemma-2B, Offspring=Code (500B)2025.100.32
HuRefBase=Qwen2.5-7B, Offspring=Math (1T)2025.100.28