Add link to paper and citation
Browse filesThis PR adds a link to the paper and citation information to the model card.
README.md
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---
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license: cc-by-4.0
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language:
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- cs
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- pl
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library_name: transformers
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tags:
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- translation
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- mt
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# MultiSlav BiDi Models
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<p align="center">
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<a href="https://ml.allegro.tech/"><img src="allegro-title.svg" alt="MLR @ Allegro.com"></a>
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</p>
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Metric used: Unbabel/wmt22-comet-da.
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| **Direction** | **CES β ENG** | **CES β POL** | **CES β SLK** | **CES β SLV** | **ENG β CES** | **ENG β POL** | **ENG β SLK** | **ENG β SLV** | **POL β CES** | **POL β ENG** | **POL β SLK** | **POL β SLV** | **SLK β CES** | **SLK β ENG** | **SLK β POL** | **SLK β SLV** | **SLV β CES** | **SLV β ENG** | **SLV β POL** | **SLV β SLK** |
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|----------------------------------------------------|--------------:|--------------:|--------------:|--------------:|--------------:|--------------:|--------------:|--------------:|--------------:|--------------:|--------------:|--------------:|--------------:|--------------:|--------------:|--------------:|--------------:|--------------:|--------------:|--------------:|
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| **M2M-100** | 87.0 | 89.0 | 92.1 | 89.7 | 88.6 | 86.4 | 88.4 | 87.3 | 89.6 | 84.6 | 89.4 | 88.4 | 92.7 | 86.8 | 89.1 | 89.6 | 90.3 | 86.4 | 88.7 | 90.1 |
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| **NLLB-200** | 88.1 | 88.9 | 91.2 | 88.6 | 90.4 | __88.5__ | 90.1 | 88.8 | 89.4 | __85.8__ | 88.9 | 87.7 | 91.8 | 88.2 | 88.9 | 88.8 | 90.0 | __87.5__ | 88.6 | 89.4 |
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| **Seamless-M4T** | 87.5 | 80.9 | 90.8 | 82.0 | __90.7__ | __88.5__ | __90.6__ | __89.6__ | 79.6 | 85.4 | 80.0 | 76.4 | 91.5 | 87.2 | 81.2 | 82.9 | 80.9 | 87.3 | 76.7 | 81.0 |
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| **OPUS-MT Sla-Sla** | __88.2__ | 82.8 | - | 83.4 | 89.1 | 85.6 | - | 84.5 | 82.9 | 82.2 | - | 81.2 | - | - | - | - | 83.5 | 84.1 | 80.8 | - |
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| **OPUS-MT SK-EN** | - | - | - | - | - | - | 89.5 | - | - | - | - | - | - | __88.4__ | - | - | - | - | - | - |
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| _Our contributions:_ | | | | | | | | | | | | | | | | | | | | |
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| **BiDi Models**<span style="color:green;">*</span> | 87.5 | 89.4 | 92.4 | 89.8 | 87.8 | 86.2 | 87.2 | 86.6 | 90.0 | 85.0 | 89.1 | 88.4 | 92.9 | 87.3 | 88.8 | 89.4 | 90.0 | 86.9 | 88.1 | 89.1 |
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| **P4-pol**<span style="color:red;">β</span> | - | 89.6 | 90.8 | 88.7 | - | - | - | - | 90.2 | - | 89.8 | 88.7 | 91.0 | - | 89.3 | 88.4 | 89.3 | - | 88.7 | 88.5 |
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| **P5-eng**<span style="color:red;">β</span> | 88.0 | 89.0 | 90.7 | 89.0 | 88.8 | 87.3 | 88.4 | 87.5 | 89.0 | 85.7 | 88.5 | 87.8 | 91.0 | 88.2 | 88.6 | 88.5 | 89.6 | 87.2 | 88.4 | 88.9 |
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| **P5-ces**<span style="color:red;">β</span> | 87.9 | 89.6 | __92.5__ | 89.9 | 88.4 | 85.0 | 87.9 | 85.9 | 90.3 | 84.5 | 89.5 | 88.0 | __93.0__ | 87.8 | 89.4 | 89.8 | 90.3 | 85.7 | 87.9 | 89.8 |
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| **MultiSlav-4slav** | - | 89.7 | __92.5__ | 90.0 | - | - | - | - | 90.2 | - | 89.6 | 88.7 | 92.9 | - | 89.4 | 90.1 | __90.6__ | - | 88.9 | __90.2__ |
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| **MultiSlav-5lang** | 87.8 | __89.8__ | __92.5__ | __90.1__ | 88.9 | 86.9 | 88.0 | 87.3 | __90.4__ | 85.4 | 89.8 | __88.9__ | 92.9 | 87.8 | __89.6__ | __90.2__ | __90.6__ | 87.0 | __89.2__ | __90.2__ |
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<span style="color:red;">β</span> system of 2 models *Many2XXX* and *XXX2Many*, see [P5-ces2many](https://huggingface.co/allegro/p5-ces2many)
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## Citation
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TO BE UPDATED SOON π€
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## Contact Options
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Please don't hesitate to contact authors if you have any questions or suggestions:
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- e-mail: artur.kot@allegro.com or mikolaj.koszowski@allegro.com
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- LinkedIn: [Artur Kot](https://linkedin.com/in/arturkot) or [MikoΕaj Koszowski](https://linkedin.com/in/mkoszowski)
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---
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language:
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- cs
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- pl
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- sl
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- en
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library_name: transformers
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license: cc-by-4.0
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tags:
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- translation
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- mt
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# MultiSlav BiDi Models
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<p align="center">
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<a href="https://ml.allegro.tech/"><img src="allegro-title.svg" alt="MLR @ Allegro.com"></a>
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</p>
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Metric used: Unbabel/wmt22-comet-da.
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| **Direction** | **CES β ENG** | **CES β POL** | **CES β SLK** | **CES β SLV** | **ENG β CES** | **ENG β POL** | **ENG β SLK** | **ENG β SLV** | **POL β CES** | **POL β ENG** | **POL β SLK** | **POL β SLV** | **SLK β CES** | **SLK β ENG** | **SLK β POL** | **SLK β SLV** | **SLV β CES** | **SLV β ENG** | **SLV β POL** | **SLV β SLK** |
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|----------------------------------------------------|--------------:|--------------:|--------------:|--------------:|--------------:|--------------:|--------------:|--------------:|--------------:|--------------:|--------------:|--------------:|--------------:|--------------:|--------------:|--------------:|--------------:|--------------:|--------------:|--------------:|\n| **M2M-100** | 87.0 | 89.0 | 92.1 | 89.7 | 88.6 | 86.4 | 88.4 | 87.3 | 89.6 | 84.6 | 89.4 | 88.4 | 92.7 | 86.8 | 89.1 | 89.6 | 90.3 | 86.4 | 88.7 | 90.1 |\n| **NLLB-200** | 88.1 | 88.9 | 91.2 | 88.6 | 90.4 | __88.5__ | 90.1 | 88.8 | 89.4 | __85.8__ | 88.9 | 87.7 | 91.8 | 88.2 | 88.9 | 88.8 | 90.0 | __87.5__ | 88.6 | 89.4 |\n| **Seamless-M4T** | 87.5 | 80.9 | 90.8 | 82.0 | __90.7__ | __88.5__ | __90.6__ | __89.6__ | 79.6 | 85.4 | 80.0 | 76.4 | 91.5 | 87.2 | 81.2 | 82.9 | 80.9 | 87.3 | 76.7 | 81.0 |\n| **OPUS-MT Sla-Sla** | __88.2__ | 82.8 | - | 83.4 | 89.1 | 85.6 | - | 84.5 | 82.9 | 82.2 | - | 81.2 | - | - | - | - | 83.5 | 84.1 | 80.8 | - |\n| **OPUS-MT SK-EN** | - | - | - | - | - | - | 89.5 | - | - | - | - | - | - | __88.4__ | - | - | - | - | - | - |\n| _Our contributions:_ | | | | | | | | | | | | | | | | | | | | |\n| **BiDi Models**<span style="color:green;">*</span> | 87.5 | 89.4 | 92.4 | 89.8 | 87.8 | 86.2 | 87.2 | 86.6 | 90.0 | 85.0 | 89.1 | 88.4 | 92.9 | 87.3 | 88.8 | 89.4 | 90.0 | 86.9 | 88.1 | 89.1 |\n| **P4-pol**<span style="color:red;">β</span> | - | 89.6 | 90.8 | 88.7 | - | - | - | - | 90.2 | - | 89.8 | 88.7 | 91.0 | - | 89.3 | 88.4 | 89.3 | - | 88.7 | 88.5 |\n| **P5-eng**<span style="color:red;">β</span> | 88.0 | 89.0 | 90.7 | 89.0 | 88.8 | 87.3 | 88.4 | 87.5 | 89.0 | 85.7 | 88.5 | 87.8 | 91.0 | 88.2 | 88.6 | 88.5 | 89.6 | 87.2 | 88.4 | 88.9 |\n| **P5-ces**<span style="color:red;">β</span> | 87.9 | 89.6 | __92.5__ | 89.9 | 88.4 | 85.0 | 87.9 | 85.9 | 90.3 | 84.5 | 89.5 | 88.0 | __93.0__ | 87.8 | 89.4 | 89.8 | 90.3 | 85.7 | 87.9 | 89.8 |\n| **MultiSlav-4slav** | - | 89.7 | __92.5__ | 90.0 | - | - | - | - | 90.2 | - | 89.6 | 88.7 | 92.9 | - | 89.4 | 90.1 | __90.6__ | - | 88.9 | __90.2__ |\n| **MultiSlav-5lang** | 87.8 | __89.8__ | __92.5__ | __90.1__ | 88.9 | 86.9 | 88.0 | 87.3 | __90.4__ | 85.4 | 89.8 | __88.9__ | 92.9 | 87.8 | __89.6__ | __90.2__ | __90.6__ | 87.0 | __89.2__ | __90.2__ |\n
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<span style="color:red;">β</span> system of 2 models *Many2XXX* and *XXX2Many*, see [P5-ces2many](https://huggingface.co/allegro/p5-ces2many)
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## Citation
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TO BE UPDATED SOON π€
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Paper: https://hf.co/papers/2502.14509
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You can cite this model as:
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```
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@misc{Multislavcollection,
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author = {Machine Learning Research at Allegro and Laniqo},
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title = {MultiSlav Collection on the Hugging Face Hub},
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year = {2024},
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publisher = {Hugging Face}
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}
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```
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## Contact Options
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Please don't hesitate to contact authors if you have any questions or suggestions:
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- e-mail: artur.kot@allegro.com or mikolaj.koszowski@allegro.com
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- LinkedIn: [Artur Kot](https://linkedin.com/in/arturkot) or [MikoΕaj Koszowski](https://linkedin.com/in/mkoszowski)
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