Splade V3

🚀 SPLADE-v3

SPLADE-v3 is the latest series of SPLADE models, offering advanced retrieval capabilities.

SPLADE-v3 is the latest series of SPLADE models. This checkpoint corresponds to a model that starts from SPLADE++SelfDistil (naver/splade-cocondenser-selfdistil), and is trained with a mix of KL-Div and MarginMSE, with 8 negatives per query sampled from SPLADE++SelfDistil. We used the original MS MARCO collection without the titles.

For more details, see our arXiv companion book: https://arxiv.org/abs/2403.06789
To use SPLADE, please visit our GitHub repository: https://github.com/naver/splade

✨ Features

Performance

📄 License

This project is licensed under the CC BY-NC-SA 4.0 license.

📚 Documentation

Citation

If you use our checkpoint, please cite our work:

@misc{lassance2024spladev3,
      title={SPLADE-v3: New baselines for SPLADE}, 
      author={Carlos Lassance and Hervé Déjean and Thibault Formal and Stéphane Clinchant},
      year={2024},
      eprint={2403.06789},
      archivePrefix={arXiv},
      primaryClass={cs.IR},
      copyright = {Creative Commons Attribution Non Commercial Share Alike 4.0 International}
}