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ResearchFormerly WizWand

Vision-Language Modeling on LWilder

3.8PerplexityOriginal
-4.48851.456107.4163.344Mar 7, 2025
Updated 8mo ago

Evaluation results

MethodLinks
OriginalModel=LLaVA-Next-7B, Bit=162025.033.8
OriginalModel=LLaVA1.5-13B, Bit=162025.034
OriginalModel=LLaVA1.5-7B, Bit=162025.034.2
OriginalBit=16, Base Model=LLaVA1.5-7B2025.034.24
CASP_QuIP#Bit=3, Base Model=LLaVA1.5-7B2025.034.51
QuIP#Bit=3, Base Model=LLaVA1.5-7B2025.034.53
AQLMBit=3, Base Model=LLaVA1.5-7B2025.034.54
CASPQuIP#Model=LLaVA-Next-7B, Bit=22025.034.8
CASP_GPTQBit=3, Base Model=LLaVA1.5-7B2025.034.85
CASP_AQLMBit=3, Base Model=LLaVA1.5-7B2025.034.88
CASPQuIP#Model=LLaVA1.5-13B, Bit=22025.035.4
QuIP#Model=LLaVA-Next-7B, Bit=22025.035.6
QuIP#Model=LLaVA1.5-13B, Bit=22025.036.1
GPTQBit=3, Base Model=LLaVA1.5-7B2025.036.28
CASPQuIP#Model=LLaVA1.5-7B, Bit=22025.036.6
QuIP#Model=LLaVA1.5-7B, Bit=22025.036.7
CASPAQLMModel=LLaVA1.5-13B, Bit=22025.037.3
CASPAQLMModel=LLaVA-Next-7B, Bit=22025.037.7
CASPAQLMModel=LLaVA1.5-7B, Bit=22025.038.2
CASPGPTQModel=LLaVA1.5-7B, Bit=2.22025.0310.5
CASPGPTQModel=LLaVA-Next-7B, Bit=2.22025.0310.5
CASPGPTQModel=LLaVA1.5-13B, Bit=2.22025.0316
AQLMModel=LLaVA1.5-13B, Bit=22025.0318.1
AQLMModel=LLaVA1.5-7B, Bit=22025.0323.3
AQLMModel=LLaVA-Next-7B, Bit=22025.0326.6
GPTQModel=LLaVA1.5-13B, Bit=2.22025.0336.2
GPTQModel=LLaVA1.5-7B, Bit=2.22025.03138.7
GPTQModel=LLaVA-Next-7B, Bit=2.22025.03211