Salesforce / SweRankLLM-Small

huggingface.co
Total runs: 232
24-hour runs: 0
7-day runs: 8
30-day runs: 40
Model's Last Updated: June 25 2025

Introduction of SweRankLLM-Small

Model Details of SweRankLLM-Small

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

More SweRankLLM-Small license Visit here:

https://choosealicense.com/licenses/cc-by-nc-4.0

SweRankLLM-Small huggingface.co

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 Url

https://huggingface.co/Salesforce/SweRankLLM-Small

Salesforce SweRankLLM-Small online free

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:

https://huggingface.co/Salesforce/SweRankLLM-Small

SweRankLLM-Small install

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.

SweRankLLM-Small install url in huggingface.co:

https://huggingface.co/Salesforce/SweRankLLM-Small

Url of SweRankLLM-Small

SweRankLLM-Small huggingface.co Url

Provider of SweRankLLM-Small huggingface.co

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