|
--- |
|
license: mit |
|
base_model: |
|
- antoinelouis/colbert-xm |
|
language: |
|
- multilingual |
|
- af |
|
- am |
|
- ar |
|
- az |
|
- be |
|
- bg |
|
- bn |
|
- ca |
|
- cs |
|
- cy |
|
- da |
|
- de |
|
- el |
|
- en |
|
- eo |
|
- es |
|
- et |
|
- eu |
|
- fa |
|
- fi |
|
- fr |
|
- ga |
|
- gl |
|
- gu |
|
- ha |
|
- he |
|
- hi |
|
- hr |
|
- hu |
|
- hy |
|
- id |
|
- is |
|
- it |
|
- ja |
|
- ka |
|
- kk |
|
- km |
|
- kn |
|
- ko |
|
- ku |
|
- ky |
|
- la |
|
- lo |
|
- lt |
|
- lv |
|
- mk |
|
- ml |
|
- mn |
|
- mr |
|
- ms |
|
- my |
|
- ne |
|
- nl |
|
- 'no' |
|
- or |
|
- pa |
|
- pl |
|
- ps |
|
- pt |
|
- ro |
|
- ru |
|
- sa |
|
- si |
|
- sk |
|
- sl |
|
- so |
|
- sq |
|
- sr |
|
- sv |
|
- sw |
|
- ta |
|
- te |
|
- th |
|
- tl |
|
- tr |
|
- uk |
|
- ur |
|
- uz |
|
- vi |
|
- zh |
|
--- |
|
|
|
## 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](https://huggingface.co/facebook/xmod-base#languages), see `convert_model.py`. |
|
|
|
Thanks to [`@ant-louis`](https://github.com/ant-louis) for the [instructions](https://github.com/lightonai/pylate/discussions/50#discussioncomment-10691630). |
|
|
|
## Credits |
|
|
|
```bibtex |
|
@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} |
|
} |
|
``` |
