Add pipeline tag and paper link
#1
by
nielsr
HF Staff
- opened
README.md
CHANGED
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@@ -1,11 +1,12 @@
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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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- sk
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- sl
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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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@@ -30,6 +31,8 @@ ___MultiSlav-4slav___ is an Encoder-Decoder vanilla transformer model trained on
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Model is supporting translation between 4 languages: Czech, Polish, Slovak, Slovene.
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This model is part of the [___MultiSlav___ collection](https://huggingface.co/collections/allegro/multislav-6793d6b6419e5963e759a683). More information will be available soon in our upcoming MultiSlav paper.
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Experiments were conducted under research project by [Machine Learning Research](https://ml.allegro.tech/) lab for [Allegro.com](https://ml.allegro.tech/).
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Big thanks to [laniqo.com](laniqo.com) for cooperation in the research.
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@@ -218,7 +221,7 @@ Evaluation of the models was performed on [Flores200](https://huggingface.co/dat
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The table below compares performance of the open-source models and all applicable models from our collection.
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Metrics BLEU, ChrF2, and Unbabel/wmt22-comet-da.
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Translation results on translation from Polish to Czech (Slavic direction with the __highest__ data-regime)
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| **Model** | **Comet22** | **BLEU** | **ChrF** | **Model Size** |
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|-----------------------------------------------------------|:-----------:|:--------:|:--------:|---------------:|
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@@ -232,7 +235,7 @@ Translation results on translation from Polish to Czech (Slavic direction with t
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| ___MultiSlav-4slav___ <span style="color:green;">*</span> | 90.2 | 20.6 | 48.7 | 242M |
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| MultiSlav-5lang | __90.4__ | __20.7__ | __48.9__ | 258M |
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Translation results on translation from Slovak to Slovene (Slavic direction with the __lowest__ data-regime)
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| **Model** | **Comet22** | **BLEU** | **ChrF** | **Model Size** |
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|-----------------------------------------------------------|:-----------:|:--------:|:--------:|---------------:|
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---
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language:
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- cs
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- pl
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- sk
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- sl
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library_name: transformers
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license: cc-by-4.0
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pipeline_tag: translation
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tags:
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- translation
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- mt
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Model is supporting translation between 4 languages: Czech, Polish, Slovak, Slovene.
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This model is part of the [___MultiSlav___ collection](https://huggingface.co/collections/allegro/multislav-6793d6b6419e5963e759a683). More information will be available soon in our upcoming MultiSlav paper.
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Paper: [](https://hf.co/papers/2502.14509)
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Experiments were conducted under research project by [Machine Learning Research](https://ml.allegro.tech/) lab for [Allegro.com](https://ml.allegro.tech/).
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Big thanks to [laniqo.com](laniqo.com) for cooperation in the research.
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The table below compares performance of the open-source models and all applicable models from our collection.
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Metrics BLEU, ChrF2, and Unbabel/wmt22-comet-da.
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Translation results on translation from Polish to Czech (Slavic direction with the __highest__ data-regime):\
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| **Model** | **Comet22** | **BLEU** | **ChrF** | **Model Size** |
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|-----------------------------------------------------------|:-----------:|:--------:|:--------:|---------------:|
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| ___MultiSlav-4slav___ <span style="color:green;">*</span> | 90.2 | 20.6 | 48.7 | 242M |
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| MultiSlav-5lang | __90.4__ | __20.7__ | __48.9__ | 258M |
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Translation results on translation from Slovak to Slovene (Slavic direction with the __lowest__ data-regime):\
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| **Model** | **Comet22** | **BLEU** | **ChrF** | **Model Size** |
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|-----------------------------------------------------------|:-----------:|:--------:|:--------:|---------------:|
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