HuatuoGPT-Vision is a multimodal LLM for medical applications, built with the
PubMedVision dataset
. HuatuoGPT-Vision-34B is trained based on Yi-1.5-34B using the LLaVA-v1.5 architecture.
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) # generatesprint(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},
}
Runs of FreedomIntelligence HuatuoGPT-Vision-34B on huggingface.co
122
Total runs
0
24-hour runs
6
3-day runs
15
7-day runs
-5
30-day runs
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