--- license: apache-2.0 datasets: - FreedomIntelligence/PubMedVision language: - en - zh pipeline_tag: image-text-to-text ---

HuatuoGPT-Vision-7B

GitHub | Paper
# Introduction HuatuoGPT-Vision is a multimodal LLM for medical applications, built with the [PubMedVision dataset](https://huggingface.co/datasets/FreedomIntelligence/PubMedVision). HuatuoGPT-Vision-7B is trained based on Qwen2-7B using the LLaVA-v1.5 architecture. # Quick Start 1. Get the model inference code from [Github](https://github.com/FreedomIntelligence/HuatuoGPT-Vision). ```bash git clone https://github.com/FreedomIntelligence/HuatuoGPT-Vision.git ``` 2. Model inference ```python query = 'What does the picture show?' image_paths = ['image_path1'] from cli import HuatuoChatbot bot = HuatuoChatbot(huatuogpt_vision_model_path) # loads the model output = bot.inference(query, image_paths) # generates print(output) # Prints the model output ``` # Citation ``` @misc{chen2024huatuogptvisioninjectingmedicalvisual, title={HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale}, author={Junying Chen and Ruyi Ouyang and Anningzhe Gao and Shunian Chen and Guiming Hardy Chen and Xidong Wang and Ruifei Zhang and Zhenyang Cai and Ke Ji and Guangjun Yu and Xiang Wan and Benyou Wang}, year={2024}, eprint={2406.19280}, archivePrefix={arXiv}, primaryClass={cs.CV}, url={https://arxiv.org/abs/2406.19280}, } ```