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ResearchFormerly WizWand

Model Fingerprinting on Upcycling Positive Samples

332.23Absolute Z-scoreAWM
-12.800476.7748166.35255.9252Oct 8, 2025
Updated 8mo ago

Evaluation results

MethodLinks
AWMBase=Llama2-7B, Offspring=MoE42025.10332.23
AWMBase=Llama2-7B, Offspring=MoE4-SFT2025.10332.23
AWMBase=Llama3-8B, Offspring=MoE v22025.10332.12
AWMBase=Llama2-7B, Offspring=MoE22025.10332.12
AWMBase=Llama2-7B, Offspring=MoE2-SFT2025.10332.12
AWMBase=Llama2-7B, Offspring=MoE 3B2025.10326.49
AWMBase=Llama2-7B, Offspring=MoE3B-SFT2025.10326.49
AWMBase=Mistral-7B, Offspring=Mixtral2025.10239.01
AWMBase=Qwen-1.8B, Offspring=Qwen1.5 MoE2025.10173.36
AWMBase=Minicpm-2B, Offspring=Minicpm MoE2025.10150.15
HuRefBase=Llama3-8B, Offspring=MoE v22025.1042.5
HuRefBase=Llama2-7B, Offspring=MoE22025.1024.91
HuRefBase=Llama2-7B, Offspring=MoE2-SFT2025.1024.91
HuRefBase=Llama2-7B, Offspring=MoE42025.1024.58
HuRefBase=Llama2-7B, Offspring=MoE4-SFT2025.1024.58
HuRefBase=Llama2-7B, Offspring=MoE 3B2025.1021.59
HuRefBase=Llama2-7B, Offspring=MoE3B-SFT2025.1021.59
HuRefBase=Minicpm-2B, Offspring=Minicpm MoE2025.1011.39
HuRefBase=Mistral-7B, Offspring=Mixtral2025.107.97
HuRefBase=Qwen-1.8B, Offspring=Qwen1.5 MoE2025.104.03
REEFBase=Minicpm-2B, Offspring=Minicpm MoE2025.101.49
REEFBase=Mistral-7B, Offspring=Mixtral2025.101.47
REEFBase=Llama2-7B, Offspring=MoE42025.100.64
REEFBase=Llama2-7B, Offspring=MoE 3B2025.100.64
REEFBase=Llama2-7B, Offspring=MoE3B-SFT2025.100.63
REEFBase=Llama2-7B, Offspring=MoE2-SFT2025.100.63
REEFBase=Llama2-7B, Offspring=MoE22025.100.62
REEFBase=Llama2-7B, Offspring=MoE4-SFT2025.100.62
REEFBase=Qwen-1.8B, Offspring=Qwen1.5 MoE2025.100.57
REEFBase=Llama3-8B, Offspring=MoE v22025.100.47