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ResearchFormerly WizWand

Vision-Language Modeling on LiveB

5.1PPLOriginal
3.7812.6921.630.51Mar 7, 2025
Updated 8mo ago

Evaluation results

MethodLinks
OriginalModel=LLaVA1.5-13B, Bit=162025.035.1
OriginalBit=16, Base Model=LLaVA1.5-7B2025.035.45
OriginalModel=LLaVA1.5-7B, Bit=162025.035.5
QuIP#Bit=3, Base Model=LLaVA1.5-7B2025.035.68
CASP_QuIP#Bit=3, Base Model=LLaVA1.5-7B2025.035.69
QuIP#Model=LLaVA1.5-13B, Bit=22025.036
CASPQuIP#Model=LLaVA1.5-13B, Bit=22025.036
OriginalModel=LLaVA-Next-7B, Bit=162025.036
CASP_AQLMBit=3, Base Model=LLaVA1.5-7B2025.036.06
CASP_GPTQBit=3, Base Model=LLaVA1.5-7B2025.036.07
CASPAQLMModel=LLaVA1.5-13B, Bit=22025.036.2
CASPQuIP#Model=LLaVA1.5-7B, Bit=22025.037.1
CASPQuIP#Model=LLaVA-Next-7B, Bit=22025.037.3
AQLMBit=3, Base Model=LLaVA1.5-7B2025.037.64
QuIP#Model=LLaVA-Next-7B, Bit=22025.037.7
CASPAQLMModel=LLaVA1.5-7B, Bit=22025.037.9
CASPGPTQModel=LLaVA1.5-7B, Bit=2.22025.038.2
CASPGPTQModel=LLaVA1.5-13B, Bit=2.22025.038.6
GPTQBit=3, Base Model=LLaVA1.5-7B2025.039.07
QuIP#Model=LLaVA1.5-7B, Bit=22025.039.2
CASPAQLMModel=LLaVA-Next-7B, Bit=22025.039.3
AQLMModel=LLaVA1.5-13B, Bit=22025.0310.2
CASPGPTQModel=LLaVA-Next-7B, Bit=2.22025.0310.6
GPTQModel=LLaVA1.5-13B, Bit=2.22025.0313.7
AQLMModel=LLaVA1.5-7B, Bit=22025.0314.9
AQLMModel=LLaVA-Next-7B, Bit=22025.0319.3
GPTQModel=LLaVA-Next-7B, Bit=2.22025.0329.9
GPTQModel=LLaVA1.5-7B, Bit=2.22025.0338.1