MYTH-Lab/VW-LMM-Mistral-7b

VW-LMM Model Card

This repo contains the weights of VW-LMM-Mistral-7b proposed in paper "Multi-modal Auto-regressive Modeling via Visual Words"

For specific usage and chat templates, please refer to our project repo https://github.com/pengts/VW-LMM

Model details

Model type: VW-LMM is an open-source chatbot trained by fine-tuning LLM on multimodal instruction-following data. It is an auto-regressive language model, based on the transformer architecture. Base LLM: mistralai/Mistral-7B-Instruct-v0.2

paper: https://arxiv.org/abs/2403.07720

code: https://github.com/pengts/VW-LMM

License

mistralai/Mistral-7B-Instruct-v0.2 license.

Citation

If you find our paper and code useful in your research, please consider giving a star :star: and citation :pencil:.

@misc{peng2024multimodal,
      title={Multi-modal Auto-regressive Modeling via Visual Words}, 
      author={Tianshuo Peng and Zuchao Li and Lefei Zhang and Hai Zhao and Ping Wang and Bo Du},
      year={2024},
      eprint={2403.07720},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}