SweRankLLM-Small
is a 7B LLM based on
Qwen2.5-Coder-7B-Instruct
finetuned for listwise code-reranking. When combined with performant code retrievers like
SweRankEmbed
, it significantly enhances the quality of results for software issue localization.
The model has been trained on large-scale issue localization data collected from public python github repositories. Check out our
blog post
and
paper
for more details!
We release the scripts to evaluate our model's performance
here
.
Citation
If you find this model work useful in your research, please consider citing our paper:
@article{reddy2025swerank,
title={SweRank: Software Issue Localization with Code Ranking},
author={Reddy, Revanth Gangi and Suresh, Tarun and Doo, JaeHyeok and Liu, Ye and Nguyen, Xuan Phi and Zhou, Yingbo and Yavuz, Semih and Xiong, Caiming and Ji, Heng and Joty, Shafiq},
journal={arXiv preprint arXiv:2505.07849},
year={2025}
}
Runs of Salesforce SweRankLLM-Small on huggingface.co
232
Total runs
0
24-hour runs
0
3-day runs
8
7-day runs
40
30-day runs
More Information About SweRankLLM-Small huggingface.co Model
SweRankLLM-Small huggingface.co is an AI model on huggingface.co that provides SweRankLLM-Small's model effect (), which can be used instantly with this Salesforce SweRankLLM-Small model. huggingface.co supports a free trial of the SweRankLLM-Small model, and also provides paid use of the SweRankLLM-Small. Support call SweRankLLM-Small model through api, including Node.js, Python, http.
SweRankLLM-Small huggingface.co is an online trial and call api platform, which integrates SweRankLLM-Small's modeling effects, including api services, and provides a free online trial of SweRankLLM-Small, you can try SweRankLLM-Small online for free by clicking the link below.
Salesforce SweRankLLM-Small online free url in huggingface.co:
SweRankLLM-Small is an open source model from GitHub that offers a free installation service, and any user can find SweRankLLM-Small on GitHub to install. At the same time, huggingface.co provides the effect of SweRankLLM-Small install, users can directly use SweRankLLM-Small installed effect in huggingface.co for debugging and trial. It also supports api for free installation.