--- library_name: transformers tags: [] --- # UniHGKR-7B-pretrained This is a large language model based retriever for heterogeneous knowledge retrieval, trained from [LLARA](https://github.com/FlagOpen/FlagEmbedding/tree/master/FlagEmbedding/LLARA). The model was trained after Stages 1 and 2. It needs to be fine-tuned before being used for an information retrieval task. Our paper: [UniHGKR: Unified Instruction-aware Heterogeneous Knowledge Retrievers](https://arxiv.org/abs/2410.20163). Please see github repository [UniHGKR](https://github.com/ZhishanQ/UniHGKR/tree/main/code_for_UniHGKR_base) to know how to use this model. ## Citation If you find this resource useful in your research, please consider giving a like and citation. ``` @article{min2024unihgkr, title={UniHGKR: Unified Instruction-aware Heterogeneous Knowledge Retrievers}, author={Min, Dehai and Xu, Zhiyang and Qi, Guilin and Huang, Lifu and You, Chenyu}, journal={arXiv preprint arXiv:2410.20163}, year={2024} } ```