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tags:
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- remote-sensing
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# Adapting Multimodal Large Language Models to Domains via Post-Training
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This repos contains the **remote sensing MLLM developed from Llama-3.2-11B-Vision-Instruct** in our paper: [On Domain-Specific Post-Training for Multimodal Large Language Models](https://huggingface.co/papers/2411.19930). The correspoding training dataset is in [remote-sensing-visual-instructions](https://huggingface.co/datasets/AdaptLLM/remote-sensing-visual-instructions).
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## Citation
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If you find our work helpful, please cite us.
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[
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```bibtex
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@article{adamllm,
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title={On Domain-
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author={Cheng, Daixuan and Huang, Shaohan and Zhu, Ziyu and Zhang, Xintong and Zhao, Wayne Xin and Luan, Zhongzhi and Dai, Bo and Zhang, Zhenliang},
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journal={arXiv preprint arXiv:2411.19930},
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year={2024}
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tags:
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- remote-sensing
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---
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# Adapting Multimodal Large Language Models to Domains via Post-Training (EMNLP 2025)
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This repos contains the **remote sensing MLLM developed from Llama-3.2-11B-Vision-Instruct** in our paper: [On Domain-Specific Post-Training for Multimodal Large Language Models](https://huggingface.co/papers/2411.19930). The correspoding training dataset is in [remote-sensing-visual-instructions](https://huggingface.co/datasets/AdaptLLM/remote-sensing-visual-instructions).
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## Citation
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If you find our work helpful, please cite us.
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[Adapt MLLM to Domains](https://huggingface.co/papers/2411.19930) (EMNLP 2025 Findings)
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```bibtex
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@article{adamllm,
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title={On Domain-Adaptive Post-Training for Multimodal Large Language Models},
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author={Cheng, Daixuan and Huang, Shaohan and Zhu, Ziyu and Zhang, Xintong and Zhao, Wayne Xin and Luan, Zhongzhi and Dai, Bo and Zhang, Zhenliang},
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journal={arXiv preprint arXiv:2411.19930},
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year={2024}
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