base_model, language, library_name, license, pipeline_tag, tags, base_model_relation

base_model	language	library_name	license	pipeline_tag	tags	base_model_relation
internlm/internlm2-chat-1_8b	multilingual	transformers	mit	image-text-to-text	internvl vision ocr custom_code moe	merge

Mono-InternVL-2B-S1-3

This repository contains the Mono-InternVL-2B model after S1.1 concept learning, S1.2 semantic learning, and S1.3 alignment learning.

Please refer to our paper, project page and GitHub repository for introduction and usage.

Citation

If you find this project useful in your research, please consider citing:

@article{mono_internvl_v1,
  title={Mono-InternVL: Pushing the Boundaries of Monolithic Multimodal Large Language Models with Endogenous Visual Pre-training},
  author={Luo, Gen and Yang, Xue and Dou, Wenhan and Wang, Zhaokai and Liu, Jiawen and Dai, Jifeng and Qiao, Yu and Zhu, Xizhou},
  journal={arXiv preprint arXiv:2410.08202},
  year={2024}
}

@article{mono_internvl_v1.5,
  title={Mono-InternVL-1.5: Towards Cheaper and Faster Monolithic Multimodal Large Language Models},
  author={Luo, Gen and Dou, Wenhan and Li, Wenhao and Wang, Zhaokai and Yang, Xue and Tian, Changyao and Li, Hao and Wang, Weiyun and Wang, Wenhai and Zhu, Xizhou and Qiao, Yu and Dai, Jifeng},
  journal={arXiv preprint arXiv:2507.12566},
  year={2025}
}