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pylate-colbert-xm-german
fabiannagel/pylate-colbert-xm-german
pylate-colbert-xm-german is a machine learning model from fabiannagel. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
A version of the multilingual ColBERT-XM for the pylate library, configured for German. For using one of the many supported languages by the xmod-base backbone, see convertmodel.py.
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At a glance
- License
- mit
- Model type
- xmod
- Access
- Public
- Created
- Sep 20, 2024
- Updated
- Sep 27, 2024
- SHA
- 3a605acb
Base models
Model card
From the Hugging Face model README
pylate-colbert-xm-german
A version of the multilingual ColBERT-XM for the pylate library, configured for German.
For using one of the many supported languages by the xmod-base backbone, see convert_model.py.
Thanks to @ant-louis for the instructions.
Credits
@article{louis2024modular,
author = {Louis, Antoine and Saxena, Vageesh and van Dijck, Gijs and Spanakis, Gerasimos},
title = {ColBERT-XM: A Modular Multi-Vector Representation Model for Zero-Shot Multilingual Information Retrieval},
journal = {CoRR},
volume = {abs/2402.15059},
year = {2024},
url = {https://arxiv.org/abs/2402.15059},
doi = {10.48550/arXiv.2402.15059},
eprinttype = {arXiv},
eprint = {2402.15059},
}
@misc{PyLate,
title={PyLate: Flexible Training and Retrieval for Late Interaction Models},
author={Chaffin, Antoine and Sourty, Raphaël},
url={https://github.com/lightonai/pylate},
year={2024}
}
- Type
- xmod
- License
- mit
- Languages
- multilingual, af, am, ar, az, be
- Created
- Sep 20, 2024
- Updated
- Sep 27, 2024