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| Link | Type | Size/GB | Notes |
|---|---|---|---|
| GGUF | mmproj-Q8_0 | 0.6 | multi-modal supplement |
| GGUF | mmproj-f16 | 0.9 | multi-modal supplement |
| GGUF | Q2_K | 1.8 | |
| GGUF | Q4_K_S | 2.6 | fast, recommended |
| GGUF | Q4_K_M | 2.7 | fast, recommended |
| GGUF | Q6_K | 3.6 | very good quality |
| GGUF | Q8_0 | 4.7 | fast, best quality |
| GGUF | f16 | 8.8 | 16 bpw, overkill |
1@article{xing2025caprl,
2 title={{CapRL}: Stimulating Dense Image Caption Capabilities via Reinforcement Learning},
3 author={Xing, Long and Dong, Xiaoyi and Zang, Yuhang and Cao, Yuhang and Liang, Jianze and Huang, Qidong and Wang, Jiaqi and Wu, Feng and Lin, Dahua},
4 journal={arXiv preprint arXiv:2509.22647},
5 year={2025}
6}