MM-RLHF: The Next Step Forward in Multimodal LLM Alignment

Yifan Zhang, Tao Yu, Haochen Tian, Chaoyou Fu, Peiyan Li +14 more
2/14/2026

No official code found. Best implementation: Kwai-YuanQi/MM-RLHF (200 stars, Apache-2.0, last commit 2025-05-01).

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Code Implementations(1)

Kwai-YuanQi/MM-RLHFCommunity71%
Apache-2.0

The Next Step Forward in Multimodal LLM Alignment

2009Shell, PythonFeb 16, 20251 years agoApache-2.0

Cite this paper

@article{zhang2026mmrlhf,
  title  = {MM-RLHF: The Next Step Forward in Multimodal LLM Alignment},
  author = {Yifan Zhang and Tao Yu and Haochen Tian and Chaoyou Fu and Peiyan Li and Jianshu Zeng and Wulin Xie and Yang Shi and Huanyu Zhang and Junkang Wu and Xue Wang and Yibo Hu and Bin Wen and Tingting Gao and Zhang Zhang and Fan Yang and Di Zhang and Liang Wang and Rong Jin},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:f2ddf5d464d7028e70dd54aa3509c76bed4ec548},
  journal = {ICML 2025 2025}
}

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