Vision-Language Modeling on LCOCO
4.51PPLOriginal
Evaluation results
| Method | Links | |
|---|---|---|
| OriginalBit=16, Base Model=LLaVA1.5-7B2025.03 | 4.51 | |
| QuIP#Bit=3, Base Model=LLaVA1.5-7B2025.03 | 4.62 | |
| CASP_QuIP#Bit=3, Base Model=LLaVA1.5-7B2025.03 | 4.63 | |
| AQLMBit=3, Base Model=LLaVA1.5-7B2025.03 | 4.72 | |
| CASP_GPTQBit=3, Base Model=LLaVA1.5-7B2025.03 | 4.8 | |
| CASP_AQLMBit=3, Base Model=LLaVA1.5-7B2025.03 | 4.86 | |
| GPTQBit=3, Base Model=LLaVA1.5-7B2025.03 | 5.03 |