notesum.ai
Published at November 17Learn from Downstream and Be Yourself in Multimodal Large Language Model Fine-Tuning
cs.CL
cs.AI
Released Date: November 17, 2024
Authors: Wenke Huang1, Jian Liang1, Zekun Shi1, Didi Zhu2, Guancheng Wan1, He Li1, Bo Du1, Dacheng Tao3, Mang Ye1
Aff.: 1Wuhan University; 2Zhejiang University; 3Nanyang Technological University

| Limitation | Add. | Repara. | Reg. | Part. | Ours |
|---|---|---|---|---|---|
| Specify Architecture | ✓ | ✓ | ✗ | ||
| Modify Optimization | ✓ | ✗ | |||
| Require Hyper-Parameter | ✓ | ✓ | ✗ |