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|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
text-classification | transformers | This model is used detecting **hatespeech** in **Italian language**. The mono in the name refers to the monolingual setting, where the model is trained using only English language data. It is finetuned on multilingual bert model.
The model is trained with different learning rates and the best validation score achieved ... | {"language": "it", "license": "apache-2.0"} | Hate-speech-CNERG/dehatebert-mono-italian | null | [
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| This model is used detecting hatespeech in Italian language. The mono in the name refers to the monolingual setting, where the model is trained using only English language data. It is finetuned on multilingual bert model.
The model is trained with different learning rates and the best validation score achieved is 0.837... | [
"### For more details about our paper\n\nSai Saketh Aluru, Binny Mathew, Punyajoy Saha and Animesh Mukherjee. \"Deep Learning Models for Multilingual Hate Speech Detection\". Accepted at ECML-PKDD 2020.\n\n*Please cite our paper in any published work that uses any of these resources.*\n\n~~~\n@article{aluru2020deep... | [
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text-classification | transformers | This model is used detecting **hatespeech** in **Polish language**. The mono in the name refers to the monolingual setting, where the model is trained using only English language data. It is finetuned on multilingual bert model.
The model is trained with different learning rates and the best validation score achieved i... | {"language": "pl", "license": "apache-2.0"} | Hate-speech-CNERG/dehatebert-mono-polish | null | [
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| This model is used detecting hatespeech in Polish language. The mono in the name refers to the monolingual setting, where the model is trained using only English language data. It is finetuned on multilingual bert model.
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text-classification | transformers | This model is used detecting **hatespeech** in **Portuguese language**. The mono in the name refers to the monolingual setting, where the model is trained using only English language data. It is finetuned on multilingual bert model.
The model is trained with different learning rates and the best validation score achiev... | {"language": "pt", "license": "apache-2.0"} | Hate-speech-CNERG/dehatebert-mono-portugese | null | [
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| This model is used detecting hatespeech in Portuguese language. The mono in the name refers to the monolingual setting, where the model is trained using only English language data. It is finetuned on multilingual bert model.
The model is trained with different learning rates and the best validation score achieved is 0.... | [
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text-classification | transformers | This model is used detecting **hatespeech** in **Spanish language**. The mono in the name refers to the monolingual setting, where the model is trained using only English language data. It is finetuned on multilingual bert model.
The model is trained with different learning rates and the best validation score achieved ... | {"language": "es", "license": "apache-2.0"} | Hate-speech-CNERG/dehatebert-mono-spanish | null | [
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| This model is used detecting hatespeech in Spanish language. The mono in the name refers to the monolingual setting, where the model is trained using only English language data. It is finetuned on multilingual bert model.
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text-classification | transformers | This model is used to detect **Offensive Content** in **Kannada Code-Mixed language**. The mono in the name refers to the monolingual setting, where the model is trained using only Kannada(pure and code-mixed) data. The weights are initialized from pretrained XLM-Roberta-Base and pretrained using Masked Language Modell... | {"language": "kn", "license": "apache-2.0"} | Hate-speech-CNERG/deoffxlmr-mono-kannada | null | [
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"### For more details about our paper\n\nDebjoy Saha, Naman Paharia, Debajit Chakraborty, Punyajoy Saha, Animesh Mukherjee. \"Hate-Alert@DravidianLangTech-EACL2021: Ensembling strategies for Transformer-based Offensive language Detection\".\n\n*Please cite our paper in any published work that uses any of these reso... | [
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text-classification | transformers | This model is used to detect **Offensive Content** in **Malayalam Code-Mixed language**. The mono in the name refers to the monolingual setting, where the model is trained using only Malayalam(pure and code-mixed) data. The weights are initialized from pretrained XLM-Roberta-Base and pretrained using Masked Language Mo... | {"language": "ml", "license": "apache-2.0"} | Hate-speech-CNERG/deoffxlmr-mono-malyalam | null | [
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| This model is used to detect Offensive Content in Malayalam Code-Mixed language. The mono in the name refers to the monolingual setting, where the model is trained using only Malayalam(pure and code-mixed) data. The weights are initialized from pretrained XLM-Roberta-Base and pretrained using Masked Language Modelling ... | [
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text-classification | transformers | This model is used to detect **Offensive Content** in **Tamil Code-Mixed language**. The mono in the name refers to the monolingual setting, where the model is trained using only Tamil(pure and code-mixed) data. The weights are initialized from pretrained XLM-Roberta-Base and pretrained using Masked Language Modelling ... | {"language": "ta", "license": "apache-2.0"} | Hate-speech-CNERG/deoffxlmr-mono-tamil | null | [
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| This model is used to detect Offensive Content in Tamil Code-Mixed language. The mono in the name refers to the monolingual setting, where the model is trained using only Tamil(pure and code-mixed) data. The weights are initialized from pretrained XLM-Roberta-Base and pretrained using Masked Language Modelling on the t... | [
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text-generation | transformers |
# Rick Sanchez DialoGPT Model
| {"tags": ["conversational"]} | Havokx/DialoGPT-small-Rick | null | [
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# Rick Sanchez DialoGPT Model
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text-generation | null |
# My Awesome Model | {"tags": ["conversational"]} | Heldhy/DialoGPT-small-tony | null | [
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text-generation | transformers | # My Awesome Model | {"tags": ["conversational"]} | Heldhy/testingAgain | null | [
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automatic-speech-recognition | transformers |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# wav2vec2-base-timit-demo-colab
This model is a fine-tuned version of [facebook/wav2vec2-base](https://huggingface.co/facebook/wa... | {"license": "apache-2.0", "tags": ["generated_from_trainer"], "model-index": [{"name": "wav2vec2-base-timit-demo-colab", "results": []}]} | Heldhy/wav2vec2-base-timit-demo-colab | null | [
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| wav2vec2-base-timit-demo-colab
==============================
This model is a fine-tuned version of facebook/wav2vec2-base on the None dataset.
It achieves the following results on the evaluation set:
* Loss: 0.4568
* Wer: 0.3422
Model description
-----------------
More information needed
Intended uses & limi... | [
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text2text-generation | transformers | https://imgs.xkcd.com/comics/reassuring.png
| {} | Hellisotherpeople/T5_Reassuring_Parables | null | [
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text-classification | fasttext |
# debate2vec
Word-vectors created from a large corpus of competitive debate evidence, and data extraction / processing scripts
#usage
```
import fasttext.util
ft = fasttext.load_model('debate2vec.bin')
ft.get_word_vector('dialectics')
```
# Download Link
Github won't let me store large files in their repos.
* [FastT... | {"library_name": "fasttext", "tags": ["text-classification"], "widget": [{"text": "dialectics", "example_title": "dialectics"}, {"text": "schizoanalysis", "example_title": "schizoanalysis"}, {"text": "praxis", "example_title": "praxis"}, {"text": "topicality", "example_title": "topicality"}]} | Hellisotherpeople/debate2vec | null | [
"fasttext",
"text-classification",
"region:us"
] | null | 2022-03-02T23:29:04+00:00 | [] | [] | TAGS
#fasttext #text-classification #region-us
|
# debate2vec
Word-vectors created from a large corpus of competitive debate evidence, and data extraction / processing scripts
#usage
# Download Link
Github won't let me store large files in their repos.
* FastText Vectors Here (~260mb)
# About
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translation | transformers |
### opus-mt-NORTH_EU-NORTH_EU
* source languages: de,nl,fy,af,da,fo,is,no,nb,nn,sv
* target languages: de,nl,fy,af,da,fo,is,no,nb,nn,sv
* OPUS readme: [de+nl+fy+af+da+fo+is+no+nb+nn+sv-de+nl+fy+af+da+fo+is+no+nb+nn+sv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/de+nl+fy+af+da+fo+is+no+nb+nn+sv-... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-NORTH_EU-NORTH_EU | null | [
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] | null | 2022-03-02T23:29:04+00:00 | [] | [] | TAGS
#transformers #pytorch #tf #marian #text2text-generation #translation #multilingual #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-NORTH\_EU-NORTH\_EU
* source languages: de,nl,fy,af,da,fo,is,no,nb,nn,sv
* target languages: de,nl,fy,af,da,fo,is,no,nb,nn,sv
* OPUS readme: de+nl+fy+af+da+fo+is+no+nb+nn+sv-de+nl+fy+af+da+fo+is+no+nb+nn+sv
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* a sent... | [
"### opus-mt-NORTH\\_EU-NORTH\\_EU\n\n\n* source languages: de,nl,fy,af,da,fo,is,no,nb,nn,sv\n* target languages: de,nl,fy,af,da,fo,is,no,nb,nn,sv\n* OPUS readme: de+nl+fy+af+da+fo+is+no+nb+nn+sv-de+nl+fy+af+da+fo+is+no+nb+nn+sv\n* dataset: opus\n* model: transformer-align\n* pre-processing: normalization + Sentenc... | [
"TAGS\n#transformers #pytorch #tf #marian #text2text-generation #translation #multilingual #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n",
"### opus-mt-NORTH\\_EU-NORTH\\_EU\n\n\n* source languages: de,nl,fy,af,da,fo,is,no,nb,nn,sv\n* target languages: de,nl,fy,af,da,fo,... | [
51,
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"TAGS\n#transformers #pytorch #tf #marian #text2text-generation #translation #multilingual #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n### opus-mt-NORTH\\_EU-NORTH\\_EU\n\n\n* source languages: de,nl,fy,af,da,fo,is,no,nb,nn,sv\n* target languages: de,nl,fy,af,da,fo,is,no,... |
translation | transformers |
### opus-mt-ROMANCE-en
* source languages: fr,fr_BE,fr_CA,fr_FR,wa,frp,oc,ca,rm,lld,fur,lij,lmo,es,es_AR,es_CL,es_CO,es_CR,es_DO,es_EC,es_ES,es_GT,es_HN,es_MX,es_NI,es_PA,es_PE,es_PR,es_SV,es_UY,es_VE,pt,pt_br,pt_BR,pt_PT,gl,lad,an,mwl,it,it_IT,co,nap,scn,vec,sc,ro,la
* target languages: en
* OPUS readme: [fr+fr_BE+... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-ROMANCE-en | null | [
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"autotrain_compatible",
"endpoints_compatible",
"has_space",
"region:us"
] | null | 2022-03-02T23:29:04+00:00 | [] | [] | TAGS
#transformers #pytorch #tf #rust #marian #text2text-generation #translation #roa #en #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-ROMANCE-en
* source languages: fr,fr\_BE,fr\_CA,fr\_FR,wa,frp,oc,ca,rm,lld,fur,lij,lmo,es,es\_AR,es\_CL,es\_CO,es\_CR,es\_DO,es\_EC,es\_ES,es\_GT,es\_HN,es\_MX,es\_NI,es\_PA,es\_PE,es\_PR,es\_SV,es\_UY,es\_VE,pt,pt\_br,pt\_BR,pt\_PT,gl,lad,an,mwl,it,it\_IT,co,nap,scn,vec,sc,ro,la
* target languages: en
* ... | [
"### opus-mt-ROMANCE-en\n\n\n* source languages: fr,fr\\_BE,fr\\_CA,fr\\_FR,wa,frp,oc,ca,rm,lld,fur,lij,lmo,es,es\\_AR,es\\_CL,es\\_CO,es\\_CR,es\\_DO,es\\_EC,es\\_ES,es\\_GT,es\\_HN,es\\_MX,es\\_NI,es\\_PA,es\\_PE,es\\_PR,es\\_SV,es\\_UY,es\\_VE,pt,pt\\_br,pt\\_BR,pt\\_PT,gl,lad,an,mwl,it,it\\_IT,co,nap,scn,vec,sc... | [
"TAGS\n#transformers #pytorch #tf #rust #marian #text2text-generation #translation #roa #en #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n",
"### opus-mt-ROMANCE-en\n\n\n* source languages: fr,fr\\_BE,fr\\_CA,fr\\_FR,wa,frp,oc,ca,rm,lld,fur,lij,lmo,es,es\\_AR,es\\_CL,es\\... | [
54,
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"TAGS\n#transformers #pytorch #tf #rust #marian #text2text-generation #translation #roa #en #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n### opus-mt-ROMANCE-en\n\n\n* source languages: fr,fr\\_BE,fr\\_CA,fr\\_FR,wa,frp,oc,ca,rm,lld,fur,lij,lmo,es,es\\_AR,es\\_CL,es\\_CO,es... |
translation | transformers |
### opus-mt-SCANDINAVIA-SCANDINAVIA
* source languages: da,fo,is,no,nb,nn,sv
* target languages: da,fo,is,no,nb,nn,sv
* OPUS readme: [da+fo+is+no+nb+nn+sv-da+fo+is+no+nb+nn+sv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/da+fo+is+no+nb+nn+sv-da+fo+is+no+nb+nn+sv/README.md)
* dataset: opus
* mo... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-SCANDINAVIA-SCANDINAVIA | null | [
"transformers",
"pytorch",
"tf",
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"license:apache-2.0",
"autotrain_compatible",
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"has_space",
"region:us"
] | null | 2022-03-02T23:29:04+00:00 | [] | [] | TAGS
#transformers #pytorch #tf #marian #text2text-generation #translation #scandinavia #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-SCANDINAVIA-SCANDINAVIA
* source languages: da,fo,is,no,nb,nn,sv
* target languages: da,fo,is,no,nb,nn,sv
* OPUS readme: da+fo+is+no+nb+nn+sv-da+fo+is+no+nb+nn+sv
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* a sentence initial language token is required in t... | [
"### opus-mt-SCANDINAVIA-SCANDINAVIA\n\n\n* source languages: da,fo,is,no,nb,nn,sv\n* target languages: da,fo,is,no,nb,nn,sv\n* OPUS readme: da+fo+is+no+nb+nn+sv-da+fo+is+no+nb+nn+sv\n* dataset: opus\n* model: transformer-align\n* pre-processing: normalization + SentencePiece\n* a sentence initial language token is... | [
"TAGS\n#transformers #pytorch #tf #marian #text2text-generation #translation #scandinavia #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n",
"### opus-mt-SCANDINAVIA-SCANDINAVIA\n\n\n* source languages: da,fo,is,no,nb,nn,sv\n* target languages: da,fo,is,no,nb,nn,sv\n* OPUS ... | [
49,
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"TAGS\n#transformers #pytorch #tf #marian #text2text-generation #translation #scandinavia #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n### opus-mt-SCANDINAVIA-SCANDINAVIA\n\n\n* source languages: da,fo,is,no,nb,nn,sv\n* target languages: da,fo,is,no,nb,nn,sv\n* OPUS readme... |
translation | transformers |
### aav-eng
* source group: Austro-Asiatic languages
* target group: English
* OPUS readme: [aav-eng](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/aav-eng/README.md)
* model: transformer
* source language(s): hoc hoc_Latn kha khm khm_Latn mnw vie vie_Hani
* target language(s): eng
* model... | {"language": ["vi", "km", "aav", "en"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-aav-en | null | [
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"autotrain_compatible",
"endpoints_compatible",
"has_space",
"region:us"
] | null | 2022-03-02T23:29:04+00:00 | [] | [
"vi",
"km",
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] | TAGS
#transformers #pytorch #tf #marian #text2text-generation #translation #vi #km #aav #en #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### aav-eng
* source group: Austro-Asiatic languages
* target group: English
* OPUS readme: aav-eng
* model: transformer
* source language(s): hoc hoc\_Latn kha khm khm\_Latn mnw vie vie\_Hani
* target language(s): eng
* model: transformer
* pre-processing: normalization + SentencePiece (spm32k,spm32k)
* download ori... | [
"### aav-eng\n\n\n* source group: Austro-Asiatic languages\n* target group: English\n* OPUS readme: aav-eng\n* model: transformer\n* source language(s): hoc hoc\\_Latn kha khm khm\\_Latn mnw vie vie\\_Hani\n* target language(s): eng\n* model: transformer\n* pre-processing: normalization + SentencePiece (spm32k,spm3... | [
"TAGS\n#transformers #pytorch #tf #marian #text2text-generation #translation #vi #km #aav #en #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n",
"### aav-eng\n\n\n* source group: Austro-Asiatic languages\n* target group: English\n* OPUS readme: aav-eng\n* model: transformer... | [
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"TAGS\n#transformers #pytorch #tf #marian #text2text-generation #translation #vi #km #aav #en #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n### aav-eng\n\n\n* source group: Austro-Asiatic languages\n* target group: English\n* OPUS readme: aav-eng\n* model: transformer\n* so... |
translation | transformers |
### opus-mt-aed-es
* source languages: aed
* target languages: es
* OPUS readme: [aed-es](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/aed-es/README.md)
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: [opus-2020-01-15.zip](... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-aed-es | null | [
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"autotrain_compatible",
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"has_space",
"region:us"
] | null | 2022-03-02T23:29:04+00:00 | [] | [] | TAGS
#transformers #pytorch #tf #marian #text2text-generation #translation #aed #es #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-aed-es
* source languages: aed
* target languages: es
* OPUS readme: aed-es
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: URL
* test set translations: URL
* test set scores: URL
Benchmarks
----------
testset: URL, BLEU: 89.1, ch... | [
"### opus-mt-aed-es\n\n\n* source languages: aed\n* target languages: es\n* OPUS readme: aed-es\n* dataset: opus\n* model: transformer-align\n* pre-processing: normalization + SentencePiece\n* download original weights: URL\n* test set translations: URL\n* test set scores: URL\n\n\nBenchmarks\n----------\n\n\ntests... | [
"TAGS\n#transformers #pytorch #tf #marian #text2text-generation #translation #aed #es #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n",
"### opus-mt-aed-es\n\n\n* source languages: aed\n* target languages: es\n* OPUS readme: aed-es\n* dataset: opus\n* model: transformer-al... | [
52,
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"TAGS\n#transformers #pytorch #tf #marian #text2text-generation #translation #aed #es #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n### opus-mt-aed-es\n\n\n* source languages: aed\n* target languages: es\n* OPUS readme: aed-es\n* dataset: opus\n* model: transformer-align\n*... |
translation | transformers |
### opus-mt-af-de
* source languages: af
* target languages: de
* OPUS readme: [af-de](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/af-de/README.md)
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: [opus-2020-01-19.zip](http... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-af-de | null | [
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"has_space",
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] | null | 2022-03-02T23:29:04+00:00 | [] | [] | TAGS
#transformers #pytorch #tf #marian #text2text-generation #translation #af #de #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-af-de
* source languages: af
* target languages: de
* OPUS readme: af-de
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: URL
* test set translations: URL
* test set scores: URL
Benchmarks
----------
testset: URL, BLEU: 48.6, chr-F... | [
"### opus-mt-af-de\n\n\n* source languages: af\n* target languages: de\n* OPUS readme: af-de\n* dataset: opus\n* model: transformer-align\n* pre-processing: normalization + SentencePiece\n* download original weights: URL\n* test set translations: URL\n* test set scores: URL\n\n\nBenchmarks\n----------\n\n\ntestset:... | [
"TAGS\n#transformers #pytorch #tf #marian #text2text-generation #translation #af #de #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n",
"### opus-mt-af-de\n\n\n* source languages: af\n* target languages: de\n* OPUS readme: af-de\n* dataset: opus\n* model: transformer-align\... | [
51,
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"TAGS\n#transformers #pytorch #tf #marian #text2text-generation #translation #af #de #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n### opus-mt-af-de\n\n\n* source languages: af\n* target languages: de\n* OPUS readme: af-de\n* dataset: opus\n* model: transformer-align\n* pre... |
translation | transformers |
### opus-mt-af-en
* source languages: af
* target languages: en
* OPUS readme: [af-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/af-en/README.md)
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: [opus-2019-12-18.zip](http... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-af-en | null | [
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"license:apache-2.0",
"autotrain_compatible",
"endpoints_compatible",
"has_space",
"region:us"
] | null | 2022-03-02T23:29:04+00:00 | [] | [] | TAGS
#transformers #pytorch #tf #marian #text2text-generation #translation #af #en #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-af-en
* source languages: af
* target languages: en
* OPUS readme: af-en
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: URL
* test set translations: URL
* test set scores: URL
Benchmarks
----------
testset: URL, BLEU: 60.8, chr-F... | [
"### opus-mt-af-en\n\n\n* source languages: af\n* target languages: en\n* OPUS readme: af-en\n* dataset: opus\n* model: transformer-align\n* pre-processing: normalization + SentencePiece\n* download original weights: URL\n* test set translations: URL\n* test set scores: URL\n\n\nBenchmarks\n----------\n\n\ntestset:... | [
"TAGS\n#transformers #pytorch #tf #marian #text2text-generation #translation #af #en #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n",
"### opus-mt-af-en\n\n\n* source languages: af\n* target languages: en\n* OPUS readme: af-en\n* dataset: opus\n* model: transformer-align\... | [
51,
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"TAGS\n#transformers #pytorch #tf #marian #text2text-generation #translation #af #en #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n### opus-mt-af-en\n\n\n* source languages: af\n* target languages: en\n* OPUS readme: af-en\n* dataset: opus\n* model: transformer-align\n* pre... |
translation | transformers |
### afr-epo
* source group: Afrikaans
* target group: Esperanto
* OPUS readme: [afr-epo](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/afr-epo/README.md)
* model: transformer-align
* source language(s): afr
* target language(s): epo
* model: transformer-align
* pre-processing: normalizatio... | {"language": ["af", "eo"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-af-eo | null | [
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"pytorch",
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"license:apache-2.0",
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"endpoints_compatible",
"has_space",
"region:us"
] | null | 2022-03-02T23:29:04+00:00 | [] | [
"af",
"eo"
] | TAGS
#transformers #pytorch #tf #marian #text2text-generation #translation #af #eo #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### afr-epo
* source group: Afrikaans
* target group: Esperanto
* OPUS readme: afr-epo
* model: transformer-align
* source language(s): afr
* target language(s): epo
* model: transformer-align
* pre-processing: normalization + SentencePiece (spm4k,spm4k)
* download original weights: URL
* test set translations: URL
*... | [
"### afr-epo\n\n\n* source group: Afrikaans\n* target group: Esperanto\n* OPUS readme: afr-epo\n* model: transformer-align\n* source language(s): afr\n* target language(s): epo\n* model: transformer-align\n* pre-processing: normalization + SentencePiece (spm4k,spm4k)\n* download original weights: URL\n* test set tr... | [
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"### afr-epo\n\n\n* source group: Afrikaans\n* target group: Esperanto\n* OPUS readme: afr-epo\n* model: transformer-align\n* source langu... | [
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translation | transformers |
### afr-spa
* source group: Afrikaans
* target group: Spanish
* OPUS readme: [afr-spa](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/afr-spa/README.md)
* model: transformer-align
* source language(s): afr
* target language(s): spa
* model: transformer-align
* pre-processing: normalization ... | {"language": ["af", "es"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-af-es | null | [
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"tf",
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"af",
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"license:apache-2.0",
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"endpoints_compatible",
"has_space",
"region:us"
] | null | 2022-03-02T23:29:04+00:00 | [] | [
"af",
"es"
] | TAGS
#transformers #pytorch #tf #marian #text2text-generation #translation #af #es #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### afr-spa
* source group: Afrikaans
* target group: Spanish
* OPUS readme: afr-spa
* model: transformer-align
* source language(s): afr
* target language(s): spa
* model: transformer-align
* pre-processing: normalization + SentencePiece (spm32k,spm32k)
* download original weights: URL
* test set translations: URL
*... | [
"### afr-spa\n\n\n* source group: Afrikaans\n* target group: Spanish\n* OPUS readme: afr-spa\n* model: transformer-align\n* source language(s): afr\n* target language(s): spa\n* model: transformer-align\n* pre-processing: normalization + SentencePiece (spm32k,spm32k)\n* download original weights: URL\n* test set tr... | [
"TAGS\n#transformers #pytorch #tf #marian #text2text-generation #translation #af #es #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n",
"### afr-spa\n\n\n* source group: Afrikaans\n* target group: Spanish\n* OPUS readme: afr-spa\n* model: transformer-align\n* source languag... | [
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"TAGS\n#transformers #pytorch #tf #marian #text2text-generation #translation #af #es #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n### afr-spa\n\n\n* source group: Afrikaans\n* target group: Spanish\n* OPUS readme: afr-spa\n* model: transformer-align\n* source language(s): ... |
translation | transformers |
### opus-mt-af-fi
* source languages: af
* target languages: fi
* OPUS readme: [af-fi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/af-fi/README.md)
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: [opus-2020-01-08.zip](http... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-af-fi | null | [
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"translation",
"af",
"fi",
"license:apache-2.0",
"autotrain_compatible",
"endpoints_compatible",
"has_space",
"region:us"
] | null | 2022-03-02T23:29:04+00:00 | [] | [] | TAGS
#transformers #pytorch #tf #marian #text2text-generation #translation #af #fi #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-af-fi
* source languages: af
* target languages: fi
* OPUS readme: af-fi
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: URL
* test set translations: URL
* test set scores: URL
Benchmarks
----------
testset: URL, BLEU: 32.3, chr-F... | [
"### opus-mt-af-fi\n\n\n* source languages: af\n* target languages: fi\n* OPUS readme: af-fi\n* dataset: opus\n* model: transformer-align\n* pre-processing: normalization + SentencePiece\n* download original weights: URL\n* test set translations: URL\n* test set scores: URL\n\n\nBenchmarks\n----------\n\n\ntestset:... | [
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translation | transformers |
### opus-mt-af-fr
* source languages: af
* target languages: fr
* OPUS readme: [af-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/af-fr/README.md)
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: [opus-2020-01-08.zip](http... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-af-fr | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #af #fr #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-af-fr
* source languages: af
* target languages: fr
* OPUS readme: af-fr
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: URL
* test set translations: URL
* test set scores: URL
Benchmarks
----------
testset: URL, BLEU: 35.3, chr-F... | [
"### opus-mt-af-fr\n\n\n* source languages: af\n* target languages: fr\n* OPUS readme: af-fr\n* dataset: opus\n* model: transformer-align\n* pre-processing: normalization + SentencePiece\n* download original weights: URL\n* test set translations: URL\n* test set scores: URL\n\n\nBenchmarks\n----------\n\n\ntestset:... | [
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translation | transformers |
### afr-nld
* source group: Afrikaans
* target group: Dutch
* OPUS readme: [afr-nld](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/afr-nld/README.md)
* model: transformer-align
* source language(s): afr
* target language(s): nld
* model: transformer-align
* pre-processing: normalization + ... | {"language": ["af", "nl"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-af-nl | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #af #nl #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### afr-nld
* source group: Afrikaans
* target group: Dutch
* OPUS readme: afr-nld
* model: transformer-align
* source language(s): afr
* target language(s): nld
* model: transformer-align
* pre-processing: normalization + SentencePiece (spm32k,spm32k)
* download original weights: URL
* test set translations: URL
* t... | [
"### afr-nld\n\n\n* source group: Afrikaans\n* target group: Dutch\n* OPUS readme: afr-nld\n* model: transformer-align\n* source language(s): afr\n* target language(s): nld\n* model: transformer-align\n* pre-processing: normalization + SentencePiece (spm32k,spm32k)\n* download original weights: URL\n* test set tran... | [
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translation | transformers |
### afr-rus
* source group: Afrikaans
* target group: Russian
* OPUS readme: [afr-rus](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/afr-rus/README.md)
* model: transformer-align
* source language(s): afr
* target language(s): rus
* model: transformer-align
* pre-processing: normalization ... | {"language": ["af", "ru"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-af-ru | null | [
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| ### afr-rus
* source group: Afrikaans
* target group: Russian
* OPUS readme: afr-rus
* model: transformer-align
* source language(s): afr
* target language(s): rus
* model: transformer-align
* pre-processing: normalization + SentencePiece (spm32k,spm32k)
* download original weights: URL
* test set translations: URL
*... | [
"### afr-rus\n\n\n* source group: Afrikaans\n* target group: Russian\n* OPUS readme: afr-rus\n* model: transformer-align\n* source language(s): afr\n* target language(s): rus\n* model: transformer-align\n* pre-processing: normalization + SentencePiece (spm32k,spm32k)\n* download original weights: URL\n* test set tr... | [
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translation | transformers |
### opus-mt-af-sv
* source languages: af
* target languages: sv
* OPUS readme: [af-sv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/af-sv/README.md)
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: [opus-2020-01-08.zip](http... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-af-sv | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #af #sv #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-af-sv
* source languages: af
* target languages: sv
* OPUS readme: af-sv
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: URL
* test set translations: URL
* test set scores: URL
Benchmarks
----------
testset: URL, BLEU: 40.4, chr-F... | [
"### opus-mt-af-sv\n\n\n* source languages: af\n* target languages: sv\n* OPUS readme: af-sv\n* dataset: opus\n* model: transformer-align\n* pre-processing: normalization + SentencePiece\n* download original weights: URL\n* test set translations: URL\n* test set scores: URL\n\n\nBenchmarks\n----------\n\n\ntestset:... | [
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translation | transformers |
### afa-afa
* source group: Afro-Asiatic languages
* target group: Afro-Asiatic languages
* OPUS readme: [afa-afa](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/afa-afa/README.md)
* model: transformer
* source language(s): apc ara arq arz heb kab mlt shy_Latn thv
* target language(s): apc ... | {"language": ["so", "ti", "am", "he", "mt", "ar", "afa"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-afa-afa | null | [
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| ### afa-afa
* source group: Afro-Asiatic languages
* target group: Afro-Asiatic languages
* OPUS readme: afa-afa
* model: transformer
* source language(s): apc ara arq arz heb kab mlt shy\_Latn thv
* target language(s): apc ara arq arz heb kab mlt shy\_Latn thv
* model: transformer
* pre-processing: normalization + S... | [
"### afa-afa\n\n\n* source group: Afro-Asiatic languages\n* target group: Afro-Asiatic languages\n* OPUS readme: afa-afa\n* model: transformer\n* source language(s): apc ara arq arz heb kab mlt shy\\_Latn thv\n* target language(s): apc ara arq arz heb kab mlt shy\\_Latn thv\n* model: transformer\n* pre-processing: ... | [
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translation | transformers |
### afa-eng
* source group: Afro-Asiatic languages
* target group: English
* OPUS readme: [afa-eng](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/afa-eng/README.md)
* model: transformer
* source language(s): acm afb amh apc ara arq ary arz hau_Latn heb kab mlt rif_Latn shy_Latn som tir
* t... | {"language": ["so", "ti", "am", "he", "mt", "ar", "afa", "en"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-afa-en | null | [
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| ### afa-eng
* source group: Afro-Asiatic languages
* target group: English
* OPUS readme: afa-eng
* model: transformer
* source language(s): acm afb amh apc ara arq ary arz hau\_Latn heb kab mlt rif\_Latn shy\_Latn som tir
* target language(s): eng
* model: transformer
* pre-processing: normalization + SentencePiece ... | [
"### afa-eng\n\n\n* source group: Afro-Asiatic languages\n* target group: English\n* OPUS readme: afa-eng\n* model: transformer\n* source language(s): acm afb amh apc ara arq ary arz hau\\_Latn heb kab mlt rif\\_Latn shy\\_Latn som tir\n* target language(s): eng\n* model: transformer\n* pre-processing: normalizatio... | [
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"### afa-eng\n\n\n* source group: Afro-Asiatic languages\n* target group: English\n* OPUS readme: afa-eng\n* mode... | [
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translation | transformers |
### alv-eng
* source group: Atlantic-Congo languages
* target group: English
* OPUS readme: [alv-eng](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/alv-eng/README.md)
* model: transformer
* source language(s): ewe fuc fuv ibo kin lin lug nya run sag sna swh toi_Latn tso umb wol xho yor zul... | {"language": ["sn", "rw", "wo", "ig", "sg", "ee", "zu", "lg", "ts", "ln", "ny", "yo", "rn", "xh", "alv", "en"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-alv-en | null | [
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| ### alv-eng
* source group: Atlantic-Congo languages
* target group: English
* OPUS readme: alv-eng
* model: transformer
* source language(s): ewe fuc fuv ibo kin lin lug nya run sag sna swh toi\_Latn tso umb wol xho yor zul
* target language(s): eng
* model: transformer
* pre-processing: normalization + SentencePiec... | [
"### alv-eng\n\n\n* source group: Atlantic-Congo languages\n* target group: English\n* OPUS readme: alv-eng\n* model: transformer\n* source language(s): ewe fuc fuv ibo kin lin lug nya run sag sna swh toi\\_Latn tso umb wol xho yor zul\n* target language(s): eng\n* model: transformer\n* pre-processing: normalizatio... | [
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translation | transformers |
### opus-mt-am-sv
* source languages: am
* target languages: sv
* OPUS readme: [am-sv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/am-sv/README.md)
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: [opus-2020-01-08.zip](http... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-am-sv | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #am #sv #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-am-sv
* source languages: am
* target languages: sv
* OPUS readme: am-sv
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: URL
* test set translations: URL
* test set scores: URL
Benchmarks
----------
testset: URL, BLEU: 21.0, chr-F... | [
"### opus-mt-am-sv\n\n\n* source languages: am\n* target languages: sv\n* OPUS readme: am-sv\n* dataset: opus\n* model: transformer-align\n* pre-processing: normalization + SentencePiece\n* download original weights: URL\n* test set translations: URL\n* test set scores: URL\n\n\nBenchmarks\n----------\n\n\ntestset:... | [
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translation | transformers |
### ara-deu
* source group: Arabic
* target group: German
* OPUS readme: [ara-deu](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/ara-deu/README.md)
* model: transformer-align
* source language(s): afb apc ara ara_Latn arq arz
* target language(s): deu
* model: transformer-align
* pre-proce... | {"language": ["ar", "de"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-ar-de | null | [
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] | TAGS
#transformers #pytorch #tf #marian #text2text-generation #translation #ar #de #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### ara-deu
* source group: Arabic
* target group: German
* OPUS readme: ara-deu
* model: transformer-align
* source language(s): afb apc ara ara\_Latn arq arz
* target language(s): deu
* model: transformer-align
* pre-processing: normalization + SentencePiece (spm32k,spm32k)
* download original weights: URL
* test s... | [
"### ara-deu\n\n\n* source group: Arabic\n* target group: German\n* OPUS readme: ara-deu\n* model: transformer-align\n* source language(s): afb apc ara ara\\_Latn arq arz\n* target language(s): deu\n* model: transformer-align\n* pre-processing: normalization + SentencePiece (spm32k,spm32k)\n* download original weig... | [
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"### ara-deu\n\n\n* source group: Arabic\n* target group: German\n* OPUS readme: ara-deu\n* model: transformer-align\n* source language(s)... | [
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translation | transformers |
### ara-ell
* source group: Arabic
* target group: Modern Greek (1453-)
* OPUS readme: [ara-ell](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/ara-ell/README.md)
* model: transformer-align
* source language(s): ara arz
* target language(s): ell
* model: transformer-align
* pre-processing: ... | {"language": ["ar", "el"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-ar-el | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #ar #el #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### ara-ell
* source group: Arabic
* target group: Modern Greek (1453-)
* OPUS readme: ara-ell
* model: transformer-align
* source language(s): ara arz
* target language(s): ell
* model: transformer-align
* pre-processing: normalization + SentencePiece (spm32k,spm32k)
* download original weights: URL
* test set trans... | [
"### ara-ell\n\n\n* source group: Arabic\n* target group: Modern Greek (1453-)\n* OPUS readme: ara-ell\n* model: transformer-align\n* source language(s): ara arz\n* target language(s): ell\n* model: transformer-align\n* pre-processing: normalization + SentencePiece (spm32k,spm32k)\n* download original weights: URL\... | [
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"### ara-ell\n\n\n* source group: Arabic\n* target group: Modern Greek (1453-)\n* OPUS readme: ara-ell\n* model: transformer-align\n* sour... | [
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translation | transformers |
### opus-mt-ar-en
* source languages: ar
* target languages: en
* OPUS readme: [ar-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/ar-en/README.md)
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: [opus-2019-12-18.zip](http... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-ar-en | null | [
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#transformers #pytorch #tf #rust #marian #text2text-generation #translation #ar #en #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-ar-en
* source languages: ar
* target languages: en
* OPUS readme: ar-en
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: URL
* test set translations: URL
* test set scores: URL
Benchmarks
----------
testset: URL, BLEU: 49.4, chr-F... | [
"### opus-mt-ar-en\n\n\n* source languages: ar\n* target languages: en\n* OPUS readme: ar-en\n* dataset: opus\n* model: transformer-align\n* pre-processing: normalization + SentencePiece\n* download original weights: URL\n* test set translations: URL\n* test set scores: URL\n\n\nBenchmarks\n----------\n\n\ntestset:... | [
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"### opus-mt-ar-en\n\n\n* source languages: ar\n* target languages: en\n* OPUS readme: ar-en\n* dataset: opus\n* model: transformer-... | [
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translation | transformers |
### ara-epo
* source group: Arabic
* target group: Esperanto
* OPUS readme: [ara-epo](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/ara-epo/README.md)
* model: transformer-align
* source language(s): apc apc_Latn ara arq arq_Latn arz
* target language(s): epo
* model: transformer-align
* p... | {"language": ["ar", "eo"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-ar-eo | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #ar #eo #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### ara-epo
* source group: Arabic
* target group: Esperanto
* OPUS readme: ara-epo
* model: transformer-align
* source language(s): apc apc\_Latn ara arq arq\_Latn arz
* target language(s): epo
* model: transformer-align
* pre-processing: normalization + SentencePiece (spm4k,spm4k)
* download original weights: URL
*... | [
"### ara-epo\n\n\n* source group: Arabic\n* target group: Esperanto\n* OPUS readme: ara-epo\n* model: transformer-align\n* source language(s): apc apc\\_Latn ara arq arq\\_Latn arz\n* target language(s): epo\n* model: transformer-align\n* pre-processing: normalization + SentencePiece (spm4k,spm4k)\n* download origi... | [
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translation | transformers |
### ara-spa
* source group: Arabic
* target group: Spanish
* OPUS readme: [ara-spa](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/ara-spa/README.md)
* model: transformer
* source language(s): apc apc_Latn ara arq
* target language(s): spa
* model: transformer
* pre-processing: normalizatio... | {"language": ["ar", "es"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-ar-es | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #ar #es #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### ara-spa
* source group: Arabic
* target group: Spanish
* OPUS readme: ara-spa
* model: transformer
* source language(s): apc apc\_Latn ara arq
* target language(s): spa
* model: transformer
* pre-processing: normalization + SentencePiece (spm32k,spm32k)
* download original weights: URL
* test set translations: UR... | [
"### ara-spa\n\n\n* source group: Arabic\n* target group: Spanish\n* OPUS readme: ara-spa\n* model: transformer\n* source language(s): apc apc\\_Latn ara arq\n* target language(s): spa\n* model: transformer\n* pre-processing: normalization + SentencePiece (spm32k,spm32k)\n* download original weights: URL\n* test se... | [
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translation | transformers |
### opus-mt-ar-fr
* source languages: ar
* target languages: fr
* OPUS readme: [ar-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/ar-fr/README.md)
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: [opus-2020-01-24.zip](http... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-ar-fr | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #ar #fr #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-ar-fr
* source languages: ar
* target languages: fr
* OPUS readme: ar-fr
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: URL
* test set translations: URL
* test set scores: URL
Benchmarks
----------
testset: URL, BLEU: 43.5, chr-F... | [
"### opus-mt-ar-fr\n\n\n* source languages: ar\n* target languages: fr\n* OPUS readme: ar-fr\n* dataset: opus\n* model: transformer-align\n* pre-processing: normalization + SentencePiece\n* download original weights: URL\n* test set translations: URL\n* test set scores: URL\n\n\nBenchmarks\n----------\n\n\ntestset:... | [
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translation | transformers |
### ara-heb
* source group: Arabic
* target group: Hebrew
* OPUS readme: [ara-heb](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/ara-heb/README.md)
* model: transformer
* source language(s): apc apc_Latn ara arq arz
* target language(s): heb
* model: transformer
* pre-processing: normaliza... | {"language": ["ar", "he"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-ar-he | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #ar #he #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### ara-heb
* source group: Arabic
* target group: Hebrew
* OPUS readme: ara-heb
* model: transformer
* source language(s): apc apc\_Latn ara arq arz
* target language(s): heb
* model: transformer
* pre-processing: normalization + SentencePiece (spm32k,spm32k)
* download original weights: URL
* test set translations:... | [
"### ara-heb\n\n\n* source group: Arabic\n* target group: Hebrew\n* OPUS readme: ara-heb\n* model: transformer\n* source language(s): apc apc\\_Latn ara arq arz\n* target language(s): heb\n* model: transformer\n* pre-processing: normalization + SentencePiece (spm32k,spm32k)\n* download original weights: URL\n* test... | [
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translation | transformers |
### ara-ita
* source group: Arabic
* target group: Italian
* OPUS readme: [ara-ita](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/ara-ita/README.md)
* model: transformer
* source language(s): ara
* target language(s): ita
* model: transformer
* pre-processing: normalization + SentencePiece... | {"language": ["ar", "it"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-ar-it | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #ar #it #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### ara-ita
* source group: Arabic
* target group: Italian
* OPUS readme: ara-ita
* model: transformer
* source language(s): ara
* target language(s): ita
* model: transformer
* pre-processing: normalization + SentencePiece (spm32k,spm32k)
* download original weights: URL
* test set translations: URL
* test set score... | [
"### ara-ita\n\n\n* source group: Arabic\n* target group: Italian\n* OPUS readme: ara-ita\n* model: transformer\n* source language(s): ara\n* target language(s): ita\n* model: transformer\n* pre-processing: normalization + SentencePiece (spm32k,spm32k)\n* download original weights: URL\n* test set translations: URL... | [
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translation | transformers |
### ara-pol
* source group: Arabic
* target group: Polish
* OPUS readme: [ara-pol](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/ara-pol/README.md)
* model: transformer
* source language(s): ara arz
* target language(s): pol
* model: transformer
* pre-processing: normalization + SentencePi... | {"language": ["ar", "pl"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-ar-pl | null | [
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] | null | 2022-03-02T23:29:04+00:00 | [] | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #ar #pl #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### ara-pol
* source group: Arabic
* target group: Polish
* OPUS readme: ara-pol
* model: transformer
* source language(s): ara arz
* target language(s): pol
* model: transformer
* pre-processing: normalization + SentencePiece (spm32k,spm32k)
* download original weights: URL
* test set translations: URL
* test set sc... | [
"### ara-pol\n\n\n* source group: Arabic\n* target group: Polish\n* OPUS readme: ara-pol\n* model: transformer\n* source language(s): ara arz\n* target language(s): pol\n* model: transformer\n* pre-processing: normalization + SentencePiece (spm32k,spm32k)\n* download original weights: URL\n* test set translations: ... | [
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translation | transformers |
### ara-rus
* source group: Arabic
* target group: Russian
* OPUS readme: [ara-rus](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/ara-rus/README.md)
* model: transformer
* source language(s): apc ara arz
* target language(s): rus
* model: transformer
* pre-processing: normalization + Sente... | {"language": ["ar", "ru"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-ar-ru | null | [
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] | null | 2022-03-02T23:29:04+00:00 | [] | [
"ar",
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] | TAGS
#transformers #pytorch #tf #marian #text2text-generation #translation #ar #ru #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### ara-rus
* source group: Arabic
* target group: Russian
* OPUS readme: ara-rus
* model: transformer
* source language(s): apc ara arz
* target language(s): rus
* model: transformer
* pre-processing: normalization + SentencePiece (spm32k,spm32k)
* download original weights: URL
* test set translations: URL
* test s... | [
"### ara-rus\n\n\n* source group: Arabic\n* target group: Russian\n* OPUS readme: ara-rus\n* model: transformer\n* source language(s): apc ara arz\n* target language(s): rus\n* model: transformer\n* pre-processing: normalization + SentencePiece (spm32k,spm32k)\n* download original weights: URL\n* test set translati... | [
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translation | transformers |
### ara-tur
* source group: Arabic
* target group: Turkish
* OPUS readme: [ara-tur](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/ara-tur/README.md)
* model: transformer
* source language(s): apc_Latn ara ara_Latn arq_Latn
* target language(s): tur
* model: transformer
* pre-processing: no... | {"language": ["ar", "tr"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-ar-tr | null | [
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"has_space",
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] | null | 2022-03-02T23:29:04+00:00 | [] | [
"ar",
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] | TAGS
#transformers #pytorch #tf #marian #text2text-generation #translation #ar #tr #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### ara-tur
* source group: Arabic
* target group: Turkish
* OPUS readme: ara-tur
* model: transformer
* source language(s): apc\_Latn ara ara\_Latn arq\_Latn
* target language(s): tur
* model: transformer
* pre-processing: normalization + SentencePiece (spm32k,spm32k)
* download original weights: URL
* test set tran... | [
"### ara-tur\n\n\n* source group: Arabic\n* target group: Turkish\n* OPUS readme: ara-tur\n* model: transformer\n* source language(s): apc\\_Latn ara ara\\_Latn arq\\_Latn\n* target language(s): tur\n* model: transformer\n* pre-processing: normalization + SentencePiece (spm32k,spm32k)\n* download original weights: ... | [
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"### ara-tur\n\n\n* source group: Arabic\n* target group: Turkish\n* OPUS readme: ara-tur\n* model: transformer\n* source language(s): apc... | [
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translation | transformers |
### art-eng
* source group: Artificial languages
* target group: English
* OPUS readme: [art-eng](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/art-eng/README.md)
* model: transformer
* source language(s): afh_Latn avk_Latn dws_Latn epo ido ido_Latn ile_Latn ina_Latn jbo jbo_Cyrl jbo_Latn ... | {"language": ["eo", "io", "art", "en"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-art-en | null | [
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] | null | 2022-03-02T23:29:04+00:00 | [] | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #eo #io #art #en #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### art-eng
* source group: Artificial languages
* target group: English
* OPUS readme: art-eng
* model: transformer
* source language(s): afh\_Latn avk\_Latn dws\_Latn epo ido ido\_Latn ile\_Latn ina\_Latn jbo jbo\_Cyrl jbo\_Latn ldn\_Latn lfn\_Cyrl lfn\_Latn nov\_Latn qya qya\_Latn sjn\_Latn tlh\_Latn tzl tzl\_Latn... | [
"### art-eng\n\n\n* source group: Artificial languages\n* target group: English\n* OPUS readme: art-eng\n* model: transformer\n* source language(s): afh\\_Latn avk\\_Latn dws\\_Latn epo ido ido\\_Latn ile\\_Latn ina\\_Latn jbo jbo\\_Cyrl jbo\\_Latn ldn\\_Latn lfn\\_Cyrl lfn\\_Latn nov\\_Latn qya qya\\_Latn sjn\\_La... | [
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"### art-eng\n\n\n* source group: Artificial languages\n* target group: English\n* OPUS readme: art-eng\n* model: transformer\n* ... | [
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translation | transformers |
### opus-mt-ase-de
* source languages: ase
* target languages: de
* OPUS readme: [ase-de](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/ase-de/README.md)
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: [opus-2020-01-20.zip](... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-ase-de | null | [
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"has_space",
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] | null | 2022-03-02T23:29:04+00:00 | [] | [] | TAGS
#transformers #pytorch #tf #marian #text2text-generation #translation #ase #de #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-ase-de
* source languages: ase
* target languages: de
* OPUS readme: ase-de
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: URL
* test set translations: URL
* test set scores: URL
Benchmarks
----------
testset: URL, BLEU: 27.2, ch... | [
"### opus-mt-ase-de\n\n\n* source languages: ase\n* target languages: de\n* OPUS readme: ase-de\n* dataset: opus\n* model: transformer-align\n* pre-processing: normalization + SentencePiece\n* download original weights: URL\n* test set translations: URL\n* test set scores: URL\n\n\nBenchmarks\n----------\n\n\ntests... | [
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"### opus-mt-ase-de\n\n\n* source languages: ase\n* target languages: de\n* OPUS readme: ase-de\n* dataset: opus\n* model: transformer-al... | [
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translation | transformers |
### opus-mt-ase-en
* source languages: ase
* target languages: en
* OPUS readme: [ase-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/ase-en/README.md)
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: [opus-2020-01-20.zip](... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-ase-en | null | [
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"has_space",
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] | null | 2022-03-02T23:29:04+00:00 | [] | [] | TAGS
#transformers #pytorch #tf #marian #text2text-generation #translation #ase #en #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-ase-en
* source languages: ase
* target languages: en
* OPUS readme: ase-en
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: URL
* test set translations: URL
* test set scores: URL
Benchmarks
----------
testset: URL, BLEU: 99.5, ch... | [
"### opus-mt-ase-en\n\n\n* source languages: ase\n* target languages: en\n* OPUS readme: ase-en\n* dataset: opus\n* model: transformer-align\n* pre-processing: normalization + SentencePiece\n* download original weights: URL\n* test set translations: URL\n* test set scores: URL\n\n\nBenchmarks\n----------\n\n\ntests... | [
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"### opus-mt-ase-en\n\n\n* source languages: ase\n* target languages: en\n* OPUS readme: ase-en\n* dataset: opus\n* model: transformer-al... | [
52,
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translation | transformers |
### opus-mt-ase-es
* source languages: ase
* target languages: es
* OPUS readme: [ase-es](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/ase-es/README.md)
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: [opus-2020-01-20.zip](... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-ase-es | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #ase #es #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-ase-es
* source languages: ase
* target languages: es
* OPUS readme: ase-es
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: URL
* test set translations: URL
* test set scores: URL
Benchmarks
----------
testset: URL, BLEU: 31.7, ch... | [
"### opus-mt-ase-es\n\n\n* source languages: ase\n* target languages: es\n* OPUS readme: ase-es\n* dataset: opus\n* model: transformer-align\n* pre-processing: normalization + SentencePiece\n* download original weights: URL\n* test set translations: URL\n* test set scores: URL\n\n\nBenchmarks\n----------\n\n\ntests... | [
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"### opus-mt-ase-es\n\n\n* source languages: ase\n* target languages: es\n* OPUS readme: ase-es\n* dataset: opus\n* model: transformer-al... | [
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translation | transformers |
### opus-mt-ase-fr
* source languages: ase
* target languages: fr
* OPUS readme: [ase-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/ase-fr/README.md)
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: [opus-2020-01-20.zip](... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-ase-fr | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #ase #fr #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-ase-fr
* source languages: ase
* target languages: fr
* OPUS readme: ase-fr
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: URL
* test set translations: URL
* test set scores: URL
Benchmarks
----------
testset: URL, BLEU: 37.8, ch... | [
"### opus-mt-ase-fr\n\n\n* source languages: ase\n* target languages: fr\n* OPUS readme: ase-fr\n* dataset: opus\n* model: transformer-align\n* pre-processing: normalization + SentencePiece\n* download original weights: URL\n* test set translations: URL\n* test set scores: URL\n\n\nBenchmarks\n----------\n\n\ntests... | [
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"### opus-mt-ase-fr\n\n\n* source languages: ase\n* target languages: fr\n* OPUS readme: ase-fr\n* dataset: opus\n* model: transformer-al... | [
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translation | transformers |
### opus-mt-ase-sv
* source languages: ase
* target languages: sv
* OPUS readme: [ase-sv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/ase-sv/README.md)
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: [opus-2020-01-20.zip](... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-ase-sv | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #ase #sv #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-ase-sv
* source languages: ase
* target languages: sv
* OPUS readme: ase-sv
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: URL
* test set translations: URL
* test set scores: URL
Benchmarks
----------
testset: URL, BLEU: 39.7, ch... | [
"### opus-mt-ase-sv\n\n\n* source languages: ase\n* target languages: sv\n* OPUS readme: ase-sv\n* dataset: opus\n* model: transformer-align\n* pre-processing: normalization + SentencePiece\n* download original weights: URL\n* test set translations: URL\n* test set scores: URL\n\n\nBenchmarks\n----------\n\n\ntests... | [
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translation | transformers |
### aze-eng
* source group: Azerbaijani
* target group: English
* OPUS readme: [aze-eng](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/aze-eng/README.md)
* model: transformer-align
* source language(s): aze_Latn
* target language(s): eng
* model: transformer-align
* pre-processing: normali... | {"language": ["az", "en"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-az-en | null | [
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] | null | 2022-03-02T23:29:04+00:00 | [] | [
"az",
"en"
] | TAGS
#transformers #pytorch #tf #safetensors #marian #text2text-generation #translation #az #en #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### aze-eng
* source group: Azerbaijani
* target group: English
* OPUS readme: aze-eng
* model: transformer-align
* source language(s): aze\_Latn
* target language(s): eng
* model: transformer-align
* pre-processing: normalization + SentencePiece (spm12k,spm12k)
* download original weights: URL
* test set translation... | [
"### aze-eng\n\n\n* source group: Azerbaijani\n* target group: English\n* OPUS readme: aze-eng\n* model: transformer-align\n* source language(s): aze\\_Latn\n* target language(s): eng\n* model: transformer-align\n* pre-processing: normalization + SentencePiece (spm12k,spm12k)\n* download original weights: URL\n* te... | [
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"### aze-eng\n\n\n* source group: Azerbaijani\n* target group: English\n* OPUS readme: aze-eng\n* model: transformer-align\n*... | [
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translation | transformers |
### aze-spa
* source group: Azerbaijani
* target group: Spanish
* OPUS readme: [aze-spa](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/aze-spa/README.md)
* model: transformer-align
* source language(s): aze_Latn
* target language(s): spa
* model: transformer-align
* pre-processing: normali... | {"language": ["az", "es"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-az-es | null | [
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"license:apache-2.0",
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"has_space",
"region:us"
] | null | 2022-03-02T23:29:04+00:00 | [] | [
"az",
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] | TAGS
#transformers #pytorch #tf #marian #text2text-generation #translation #az #es #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### aze-spa
* source group: Azerbaijani
* target group: Spanish
* OPUS readme: aze-spa
* model: transformer-align
* source language(s): aze\_Latn
* target language(s): spa
* model: transformer-align
* pre-processing: normalization + SentencePiece (spm4k,spm4k)
* download original weights: URL
* test set translations:... | [
"### aze-spa\n\n\n* source group: Azerbaijani\n* target group: Spanish\n* OPUS readme: aze-spa\n* model: transformer-align\n* source language(s): aze\\_Latn\n* target language(s): spa\n* model: transformer-align\n* pre-processing: normalization + SentencePiece (spm4k,spm4k)\n* download original weights: URL\n* test... | [
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"### aze-spa\n\n\n* source group: Azerbaijani\n* target group: Spanish\n* OPUS readme: aze-spa\n* model: transformer-align\n* source langu... | [
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translation | transformers |
### aze-tur
* source group: Azerbaijani
* target group: Turkish
* OPUS readme: [aze-tur](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/aze-tur/README.md)
* model: transformer-align
* source language(s): aze_Latn
* target language(s): tur
* model: transformer-align
* pre-processing: normali... | {"language": ["az", "tr"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-az-tr | null | [
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"translation",
"az",
"tr",
"license:apache-2.0",
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"endpoints_compatible",
"has_space",
"region:us"
] | null | 2022-03-02T23:29:04+00:00 | [] | [
"az",
"tr"
] | TAGS
#transformers #pytorch #tf #marian #text2text-generation #translation #az #tr #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### aze-tur
* source group: Azerbaijani
* target group: Turkish
* OPUS readme: aze-tur
* model: transformer-align
* source language(s): aze\_Latn
* target language(s): tur
* model: transformer-align
* pre-processing: normalization + SentencePiece (spm4k,spm4k)
* download original weights: URL
* test set translations:... | [
"### aze-tur\n\n\n* source group: Azerbaijani\n* target group: Turkish\n* OPUS readme: aze-tur\n* model: transformer-align\n* source language(s): aze\\_Latn\n* target language(s): tur\n* model: transformer-align\n* pre-processing: normalization + SentencePiece (spm4k,spm4k)\n* download original weights: URL\n* test... | [
"TAGS\n#transformers #pytorch #tf #marian #text2text-generation #translation #az #tr #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n",
"### aze-tur\n\n\n* source group: Azerbaijani\n* target group: Turkish\n* OPUS readme: aze-tur\n* model: transformer-align\n* source langu... | [
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translation | transformers |
### bat-eng
* source group: Baltic languages
* target group: English
* OPUS readme: [bat-eng](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/bat-eng/README.md)
* model: transformer
* source language(s): lav lit ltg prg_Latn sgs
* target language(s): eng
* model: transformer
* pre-processing... | {"language": ["lt", "lv", "bat", "en"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-bat-en | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #lt #lv #bat #en #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### bat-eng
* source group: Baltic languages
* target group: English
* OPUS readme: bat-eng
* model: transformer
* source language(s): lav lit ltg prg\_Latn sgs
* target language(s): eng
* model: transformer
* pre-processing: normalization + SentencePiece (spm32k,spm32k)
* download original weights: URL
* test set tr... | [
"### bat-eng\n\n\n* source group: Baltic languages\n* target group: English\n* OPUS readme: bat-eng\n* model: transformer\n* source language(s): lav lit ltg prg\\_Latn sgs\n* target language(s): eng\n* model: transformer\n* pre-processing: normalization + SentencePiece (spm32k,spm32k)\n* download original weights: ... | [
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translation | transformers |
### opus-mt-bcl-de
* source languages: bcl
* target languages: de
* OPUS readme: [bcl-de](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/bcl-de/README.md)
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: [opus-2020-01-20.zip](... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-bcl-de | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #bcl #de #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-bcl-de
* source languages: bcl
* target languages: de
* OPUS readme: bcl-de
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: URL
* test set translations: URL
* test set scores: URL
Benchmarks
----------
testset: URL, BLEU: 30.3, ch... | [
"### opus-mt-bcl-de\n\n\n* source languages: bcl\n* target languages: de\n* OPUS readme: bcl-de\n* dataset: opus\n* model: transformer-align\n* pre-processing: normalization + SentencePiece\n* download original weights: URL\n* test set translations: URL\n* test set scores: URL\n\n\nBenchmarks\n----------\n\n\ntests... | [
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"### opus-mt-bcl-de\n\n\n* source languages: bcl\n* target languages: de\n* OPUS readme: bcl-de\n* dataset: opus\n* model: transformer-al... | [
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translation | transformers |
### opus-mt-bcl-en
* source languages: bcl
* target languages: en
* OPUS readme: [bcl-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/bcl-en/README.md)
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: [opus-2020-02-11.zip](... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-bcl-en | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #bcl #en #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-bcl-en
* source languages: bcl
* target languages: en
* OPUS readme: bcl-en
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: URL
* test set translations: URL
* test set scores: URL
Benchmarks
----------
testset: URL, BLEU: 56.1, ch... | [
"### opus-mt-bcl-en\n\n\n* source languages: bcl\n* target languages: en\n* OPUS readme: bcl-en\n* dataset: opus\n* model: transformer-align\n* pre-processing: normalization + SentencePiece\n* download original weights: URL\n* test set translations: URL\n* test set scores: URL\n\n\nBenchmarks\n----------\n\n\ntests... | [
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"### opus-mt-bcl-en\n\n\n* source languages: bcl\n* target languages: en\n* OPUS readme: bcl-en\n* dataset: opus\n* model: transformer-al... | [
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translation | transformers |
### opus-mt-bcl-es
* source languages: bcl
* target languages: es
* OPUS readme: [bcl-es](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/bcl-es/README.md)
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: [opus-2020-01-15.zip](... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-bcl-es | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #bcl #es #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-bcl-es
* source languages: bcl
* target languages: es
* OPUS readme: bcl-es
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: URL
* test set translations: URL
* test set scores: URL
Benchmarks
----------
testset: URL, BLEU: 37.0, ch... | [
"### opus-mt-bcl-es\n\n\n* source languages: bcl\n* target languages: es\n* OPUS readme: bcl-es\n* dataset: opus\n* model: transformer-align\n* pre-processing: normalization + SentencePiece\n* download original weights: URL\n* test set translations: URL\n* test set scores: URL\n\n\nBenchmarks\n----------\n\n\ntests... | [
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"### opus-mt-bcl-es\n\n\n* source languages: bcl\n* target languages: es\n* OPUS readme: bcl-es\n* dataset: opus\n* model: transformer-al... | [
52,
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translation | transformers |
### opus-mt-bcl-fi
* source languages: bcl
* target languages: fi
* OPUS readme: [bcl-fi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/bcl-fi/README.md)
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: [opus-2020-01-08.zip](... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-bcl-fi | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #bcl #fi #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-bcl-fi
* source languages: bcl
* target languages: fi
* OPUS readme: bcl-fi
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: URL
* test set translations: URL
* test set scores: URL
Benchmarks
----------
testset: URL, BLEU: 33.3, ch... | [
"### opus-mt-bcl-fi\n\n\n* source languages: bcl\n* target languages: fi\n* OPUS readme: bcl-fi\n* dataset: opus\n* model: transformer-align\n* pre-processing: normalization + SentencePiece\n* download original weights: URL\n* test set translations: URL\n* test set scores: URL\n\n\nBenchmarks\n----------\n\n\ntests... | [
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"### opus-mt-bcl-fi\n\n\n* source languages: bcl\n* target languages: fi\n* OPUS readme: bcl-fi\n* dataset: opus\n* model: transformer-al... | [
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translation | transformers |
### opus-mt-bcl-fr
* source languages: bcl
* target languages: fr
* OPUS readme: [bcl-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/bcl-fr/README.md)
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: [opus-2020-01-08.zip](... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-bcl-fr | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #bcl #fr #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-bcl-fr
* source languages: bcl
* target languages: fr
* OPUS readme: bcl-fr
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: URL
* test set translations: URL
* test set scores: URL
Benchmarks
----------
testset: URL, BLEU: 35.0, ch... | [
"### opus-mt-bcl-fr\n\n\n* source languages: bcl\n* target languages: fr\n* OPUS readme: bcl-fr\n* dataset: opus\n* model: transformer-align\n* pre-processing: normalization + SentencePiece\n* download original weights: URL\n* test set translations: URL\n* test set scores: URL\n\n\nBenchmarks\n----------\n\n\ntests... | [
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"### opus-mt-bcl-fr\n\n\n* source languages: bcl\n* target languages: fr\n* OPUS readme: bcl-fr\n* dataset: opus\n* model: transformer-al... | [
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translation | transformers |
### opus-mt-bcl-sv
* source languages: bcl
* target languages: sv
* OPUS readme: [bcl-sv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/bcl-sv/README.md)
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: [opus-2020-01-08.zip](... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-bcl-sv | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #bcl #sv #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-bcl-sv
* source languages: bcl
* target languages: sv
* OPUS readme: bcl-sv
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: URL
* test set translations: URL
* test set scores: URL
Benchmarks
----------
testset: URL, BLEU: 38.0, ch... | [
"### opus-mt-bcl-sv\n\n\n* source languages: bcl\n* target languages: sv\n* OPUS readme: bcl-sv\n* dataset: opus\n* model: transformer-align\n* pre-processing: normalization + SentencePiece\n* download original weights: URL\n* test set translations: URL\n* test set scores: URL\n\n\nBenchmarks\n----------\n\n\ntests... | [
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"### opus-mt-bcl-sv\n\n\n* source languages: bcl\n* target languages: sv\n* OPUS readme: bcl-sv\n* dataset: opus\n* model: transformer-al... | [
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translation | transformers |
### bel-spa
* source group: Belarusian
* target group: Spanish
* OPUS readme: [bel-spa](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/bel-spa/README.md)
* model: transformer-align
* source language(s): bel bel_Latn
* target language(s): spa
* model: transformer-align
* pre-processing: norm... | {"language": ["be", "es"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-be-es | null | [
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] | null | 2022-03-02T23:29:04+00:00 | [] | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #be #es #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### bel-spa
* source group: Belarusian
* target group: Spanish
* OPUS readme: bel-spa
* model: transformer-align
* source language(s): bel bel\_Latn
* target language(s): spa
* model: transformer-align
* pre-processing: normalization + SentencePiece (spm4k,spm4k)
* download original weights: URL
* test set translatio... | [
"### bel-spa\n\n\n* source group: Belarusian\n* target group: Spanish\n* OPUS readme: bel-spa\n* model: transformer-align\n* source language(s): bel bel\\_Latn\n* target language(s): spa\n* model: transformer-align\n* pre-processing: normalization + SentencePiece (spm4k,spm4k)\n* download original weights: URL\n* t... | [
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translation | transformers |
### opus-mt-bem-en
* source languages: bem
* target languages: en
* OPUS readme: [bem-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/bem-en/README.md)
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: [opus-2019-12-18.zip](... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-bem-en | null | [
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] | null | 2022-03-02T23:29:04+00:00 | [] | [] | TAGS
#transformers #pytorch #tf #marian #text2text-generation #translation #bem #en #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-bem-en
* source languages: bem
* target languages: en
* OPUS readme: bem-en
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: URL
* test set translations: URL
* test set scores: URL
Benchmarks
----------
testset: URL, BLEU: 33.4, ch... | [
"### opus-mt-bem-en\n\n\n* source languages: bem\n* target languages: en\n* OPUS readme: bem-en\n* dataset: opus\n* model: transformer-align\n* pre-processing: normalization + SentencePiece\n* download original weights: URL\n* test set translations: URL\n* test set scores: URL\n\n\nBenchmarks\n----------\n\n\ntests... | [
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"### opus-mt-bem-en\n\n\n* source languages: bem\n* target languages: en\n* OPUS readme: bem-en\n* dataset: opus\n* model: transformer-al... | [
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"TAGS\n#transformers #pytorch #tf #marian #text2text-generation #translation #bem #en #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n### opus-mt-bem-en\n\n\n* source languages: bem\n* target languages: en\n* OPUS readme: bem-en\n* dataset: opus\n* model: transformer-align\n*... |
translation | transformers |
### opus-mt-bem-es
* source languages: bem
* target languages: es
* OPUS readme: [bem-es](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/bem-es/README.md)
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: [opus-2020-01-15.zip](... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-bem-es | null | [
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] | null | 2022-03-02T23:29:04+00:00 | [] | [] | TAGS
#transformers #pytorch #tf #marian #text2text-generation #translation #bem #es #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-bem-es
* source languages: bem
* target languages: es
* OPUS readme: bem-es
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: URL
* test set translations: URL
* test set scores: URL
Benchmarks
----------
testset: URL, BLEU: 22.8, ch... | [
"### opus-mt-bem-es\n\n\n* source languages: bem\n* target languages: es\n* OPUS readme: bem-es\n* dataset: opus\n* model: transformer-align\n* pre-processing: normalization + SentencePiece\n* download original weights: URL\n* test set translations: URL\n* test set scores: URL\n\n\nBenchmarks\n----------\n\n\ntests... | [
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"### opus-mt-bem-es\n\n\n* source languages: bem\n* target languages: es\n* OPUS readme: bem-es\n* dataset: opus\n* model: transformer-al... | [
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translation | transformers |
### opus-mt-bem-fi
* source languages: bem
* target languages: fi
* OPUS readme: [bem-fi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/bem-fi/README.md)
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: [opus-2020-01-08.zip](... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-bem-fi | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #bem #fi #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-bem-fi
* source languages: bem
* target languages: fi
* OPUS readme: bem-fi
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: URL
* test set translations: URL
* test set scores: URL
Benchmarks
----------
testset: URL, BLEU: 22.8, ch... | [
"### opus-mt-bem-fi\n\n\n* source languages: bem\n* target languages: fi\n* OPUS readme: bem-fi\n* dataset: opus\n* model: transformer-align\n* pre-processing: normalization + SentencePiece\n* download original weights: URL\n* test set translations: URL\n* test set scores: URL\n\n\nBenchmarks\n----------\n\n\ntests... | [
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"### opus-mt-bem-fi\n\n\n* source languages: bem\n* target languages: fi\n* OPUS readme: bem-fi\n* dataset: opus\n* model: transformer-al... | [
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translation | transformers |
### opus-mt-bem-fr
* source languages: bem
* target languages: fr
* OPUS readme: [bem-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/bem-fr/README.md)
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: [opus-2020-01-08.zip](... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-bem-fr | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #bem #fr #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-bem-fr
* source languages: bem
* target languages: fr
* OPUS readme: bem-fr
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: URL
* test set translations: URL
* test set scores: URL
Benchmarks
----------
testset: URL, BLEU: 25.0, ch... | [
"### opus-mt-bem-fr\n\n\n* source languages: bem\n* target languages: fr\n* OPUS readme: bem-fr\n* dataset: opus\n* model: transformer-align\n* pre-processing: normalization + SentencePiece\n* download original weights: URL\n* test set translations: URL\n* test set scores: URL\n\n\nBenchmarks\n----------\n\n\ntests... | [
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"### opus-mt-bem-fr\n\n\n* source languages: bem\n* target languages: fr\n* OPUS readme: bem-fr\n* dataset: opus\n* model: transformer-al... | [
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translation | transformers |
### opus-mt-bem-sv
* source languages: bem
* target languages: sv
* OPUS readme: [bem-sv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/bem-sv/README.md)
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: [opus-2020-01-08.zip](... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-bem-sv | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #bem #sv #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-bem-sv
* source languages: bem
* target languages: sv
* OPUS readme: bem-sv
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: URL
* test set translations: URL
* test set scores: URL
Benchmarks
----------
testset: URL, BLEU: 25.6, ch... | [
"### opus-mt-bem-sv\n\n\n* source languages: bem\n* target languages: sv\n* OPUS readme: bem-sv\n* dataset: opus\n* model: transformer-align\n* pre-processing: normalization + SentencePiece\n* download original weights: URL\n* test set translations: URL\n* test set scores: URL\n\n\nBenchmarks\n----------\n\n\ntests... | [
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"### opus-mt-bem-sv\n\n\n* source languages: bem\n* target languages: sv\n* OPUS readme: bem-sv\n* dataset: opus\n* model: transformer-al... | [
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translation | transformers |
### opus-mt-ber-en
* source languages: ber
* target languages: en
* OPUS readme: [ber-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/ber-en/README.md)
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: [opus-2019-12-18.zip](... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-ber-en | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #ber #en #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-ber-en
* source languages: ber
* target languages: en
* OPUS readme: ber-en
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: URL
* test set translations: URL
* test set scores: URL
Benchmarks
----------
testset: URL, BLEU: 37.3, ch... | [
"### opus-mt-ber-en\n\n\n* source languages: ber\n* target languages: en\n* OPUS readme: ber-en\n* dataset: opus\n* model: transformer-align\n* pre-processing: normalization + SentencePiece\n* download original weights: URL\n* test set translations: URL\n* test set scores: URL\n\n\nBenchmarks\n----------\n\n\ntests... | [
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"### opus-mt-ber-en\n\n\n* source languages: ber\n* target languages: en\n* OPUS readme: ber-en\n* dataset: opus\n* model: transformer-al... | [
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translation | transformers |
### opus-mt-ber-es
* source languages: ber
* target languages: es
* OPUS readme: [ber-es](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/ber-es/README.md)
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: [opus-2020-01-15.zip](... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-ber-es | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #ber #es #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-ber-es
* source languages: ber
* target languages: es
* OPUS readme: ber-es
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: URL
* test set translations: URL
* test set scores: URL
Benchmarks
----------
testset: URL, BLEU: 33.8, ch... | [
"### opus-mt-ber-es\n\n\n* source languages: ber\n* target languages: es\n* OPUS readme: ber-es\n* dataset: opus\n* model: transformer-align\n* pre-processing: normalization + SentencePiece\n* download original weights: URL\n* test set translations: URL\n* test set scores: URL\n\n\nBenchmarks\n----------\n\n\ntests... | [
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translation | transformers |
### opus-mt-ber-fr
* source languages: ber
* target languages: fr
* OPUS readme: [ber-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/ber-fr/README.md)
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: [opus-2020-01-08.zip](... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-ber-fr | null | [
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] | null | 2022-03-02T23:29:04+00:00 | [] | [] | TAGS
#transformers #pytorch #tf #marian #text2text-generation #translation #ber #fr #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-ber-fr
* source languages: ber
* target languages: fr
* OPUS readme: ber-fr
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: URL
* test set translations: URL
* test set scores: URL
Benchmarks
----------
testset: URL, BLEU: 60.2, ch... | [
"### opus-mt-ber-fr\n\n\n* source languages: ber\n* target languages: fr\n* OPUS readme: ber-fr\n* dataset: opus\n* model: transformer-align\n* pre-processing: normalization + SentencePiece\n* download original weights: URL\n* test set translations: URL\n* test set scores: URL\n\n\nBenchmarks\n----------\n\n\ntests... | [
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translation | transformers |
### bul-deu
* source group: Bulgarian
* target group: German
* OPUS readme: [bul-deu](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/bul-deu/README.md)
* model: transformer
* source language(s): bul
* target language(s): deu
* model: transformer
* pre-processing: normalization + SentencePie... | {"language": ["bg", "de"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-bg-de | null | [
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"has_space",
"region:us"
] | null | 2022-03-02T23:29:04+00:00 | [] | [
"bg",
"de"
] | TAGS
#transformers #pytorch #tf #marian #text2text-generation #translation #bg #de #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### bul-deu
* source group: Bulgarian
* target group: German
* OPUS readme: bul-deu
* model: transformer
* source language(s): bul
* target language(s): deu
* model: transformer
* pre-processing: normalization + SentencePiece (spm32k,spm32k)
* download original weights: URL
* test set translations: URL
* test set sco... | [
"### bul-deu\n\n\n* source group: Bulgarian\n* target group: German\n* OPUS readme: bul-deu\n* model: transformer\n* source language(s): bul\n* target language(s): deu\n* model: transformer\n* pre-processing: normalization + SentencePiece (spm32k,spm32k)\n* download original weights: URL\n* test set translations: U... | [
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"### bul-deu\n\n\n* source group: Bulgarian\n* target group: German\n* OPUS readme: bul-deu\n* model: transformer\n* source language(s): b... | [
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translation | transformers |
### opus-mt-bg-en
* source languages: bg
* target languages: en
* OPUS readme: [bg-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/bg-en/README.md)
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: [opus-2019-12-18.zip](http... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-bg-en | null | [
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"has_space",
"region:us"
] | null | 2022-03-02T23:29:04+00:00 | [] | [] | TAGS
#transformers #pytorch #tf #marian #text2text-generation #translation #bg #en #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-bg-en
* source languages: bg
* target languages: en
* OPUS readme: bg-en
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: URL
* test set translations: URL
* test set scores: URL
Benchmarks
----------
testset: URL, BLEU: 59.4, chr-F... | [
"### opus-mt-bg-en\n\n\n* source languages: bg\n* target languages: en\n* OPUS readme: bg-en\n* dataset: opus\n* model: transformer-align\n* pre-processing: normalization + SentencePiece\n* download original weights: URL\n* test set translations: URL\n* test set scores: URL\n\n\nBenchmarks\n----------\n\n\ntestset:... | [
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"### opus-mt-bg-en\n\n\n* source languages: bg\n* target languages: en\n* OPUS readme: bg-en\n* dataset: opus\n* model: transformer-align\... | [
52,
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translation | transformers |
### bul-epo
* source group: Bulgarian
* target group: Esperanto
* OPUS readme: [bul-epo](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/bul-epo/README.md)
* model: transformer-align
* source language(s): bul
* target language(s): epo
* model: transformer-align
* pre-processing: normalizatio... | {"language": ["bg", "eo"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-bg-eo | null | [
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"license:apache-2.0",
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"endpoints_compatible",
"has_space",
"region:us"
] | null | 2022-03-02T23:29:04+00:00 | [] | [
"bg",
"eo"
] | TAGS
#transformers #pytorch #tf #marian #text2text-generation #translation #bg #eo #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### bul-epo
* source group: Bulgarian
* target group: Esperanto
* OPUS readme: bul-epo
* model: transformer-align
* source language(s): bul
* target language(s): epo
* model: transformer-align
* pre-processing: normalization + SentencePiece (spm4k,spm4k)
* download original weights: URL
* test set translations: URL
*... | [
"### bul-epo\n\n\n* source group: Bulgarian\n* target group: Esperanto\n* OPUS readme: bul-epo\n* model: transformer-align\n* source language(s): bul\n* target language(s): epo\n* model: transformer-align\n* pre-processing: normalization + SentencePiece (spm4k,spm4k)\n* download original weights: URL\n* test set tr... | [
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"### bul-epo\n\n\n* source group: Bulgarian\n* target group: Esperanto\n* OPUS readme: bul-epo\n* model: transformer-align\n* source langu... | [
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translation | transformers |
### bul-spa
* source group: Bulgarian
* target group: Spanish
* OPUS readme: [bul-spa](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/bul-spa/README.md)
* model: transformer
* source language(s): bul
* target language(s): spa
* model: transformer
* pre-processing: normalization + SentencePi... | {"language": ["bg", "es"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-bg-es | null | [
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"bg",
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] | TAGS
#transformers #pytorch #tf #marian #text2text-generation #translation #bg #es #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### bul-spa
* source group: Bulgarian
* target group: Spanish
* OPUS readme: bul-spa
* model: transformer
* source language(s): bul
* target language(s): spa
* model: transformer
* pre-processing: normalization + SentencePiece (spm32k,spm32k)
* download original weights: URL
* test set translations: URL
* test set sc... | [
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translation | transformers |
### opus-mt-bg-fi
* source languages: bg
* target languages: fi
* OPUS readme: [bg-fi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/bg-fi/README.md)
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: [opus-2020-01-08.zip](http... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-bg-fi | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #bg #fi #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-bg-fi
* source languages: bg
* target languages: fi
* OPUS readme: bg-fi
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: URL
* test set translations: URL
* test set scores: URL
Benchmarks
----------
testset: URL, BLEU: 23.7, chr-F... | [
"### opus-mt-bg-fi\n\n\n* source languages: bg\n* target languages: fi\n* OPUS readme: bg-fi\n* dataset: opus\n* model: transformer-align\n* pre-processing: normalization + SentencePiece\n* download original weights: URL\n* test set translations: URL\n* test set scores: URL\n\n\nBenchmarks\n----------\n\n\ntestset:... | [
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translation | transformers |
### bul-fra
* source group: Bulgarian
* target group: French
* OPUS readme: [bul-fra](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/bul-fra/README.md)
* model: transformer
* source language(s): bul
* target language(s): fra
* model: transformer
* pre-processing: normalization + SentencePie... | {"language": ["bg", "fr"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-bg-fr | null | [
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] | null | 2022-03-02T23:29:04+00:00 | [] | [
"bg",
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] | TAGS
#transformers #pytorch #tf #marian #text2text-generation #translation #bg #fr #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### bul-fra
* source group: Bulgarian
* target group: French
* OPUS readme: bul-fra
* model: transformer
* source language(s): bul
* target language(s): fra
* model: transformer
* pre-processing: normalization + SentencePiece (spm32k,spm32k)
* download original weights: URL
* test set translations: URL
* test set sco... | [
"### bul-fra\n\n\n* source group: Bulgarian\n* target group: French\n* OPUS readme: bul-fra\n* model: transformer\n* source language(s): bul\n* target language(s): fra\n* model: transformer\n* pre-processing: normalization + SentencePiece (spm32k,spm32k)\n* download original weights: URL\n* test set translations: U... | [
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translation | transformers |
### bul-ita
* source group: Bulgarian
* target group: Italian
* OPUS readme: [bul-ita](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/bul-ita/README.md)
* model: transformer
* source language(s): bul
* target language(s): ita
* model: transformer
* pre-processing: normalization + SentencePi... | {"language": ["bg", "it"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-bg-it | null | [
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"bg",
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] | TAGS
#transformers #pytorch #tf #marian #text2text-generation #translation #bg #it #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### bul-ita
* source group: Bulgarian
* target group: Italian
* OPUS readme: bul-ita
* model: transformer
* source language(s): bul
* target language(s): ita
* model: transformer
* pre-processing: normalization + SentencePiece (spm32k,spm32k)
* download original weights: URL
* test set translations: URL
* test set sc... | [
"### bul-ita\n\n\n* source group: Bulgarian\n* target group: Italian\n* OPUS readme: bul-ita\n* model: transformer\n* source language(s): bul\n* target language(s): ita\n* model: transformer\n* pre-processing: normalization + SentencePiece (spm32k,spm32k)\n* download original weights: URL\n* test set translations: ... | [
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translation | transformers |
### bul-rus
* source group: Bulgarian
* target group: Russian
* OPUS readme: [bul-rus](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/bul-rus/README.md)
* model: transformer
* source language(s): bul bul_Latn
* target language(s): rus
* model: transformer
* pre-processing: normalization + S... | {"language": ["bg", "ru"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-bg-ru | null | [
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"bg",
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] | TAGS
#transformers #pytorch #tf #marian #text2text-generation #translation #bg #ru #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### bul-rus
* source group: Bulgarian
* target group: Russian
* OPUS readme: bul-rus
* model: transformer
* source language(s): bul bul\_Latn
* target language(s): rus
* model: transformer
* pre-processing: normalization + SentencePiece (spm32k,spm32k)
* download original weights: URL
* test set translations: URL
* t... | [
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translation | transformers |
### opus-mt-bg-sv
* source languages: bg
* target languages: sv
* OPUS readme: [bg-sv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/bg-sv/README.md)
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: [opus-2020-01-08.zip](http... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-bg-sv | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #bg #sv #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-bg-sv
* source languages: bg
* target languages: sv
* OPUS readme: bg-sv
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: URL
* test set translations: URL
* test set scores: URL
Benchmarks
----------
testset: URL, BLEU: 29.1, chr-F... | [
"### opus-mt-bg-sv\n\n\n* source languages: bg\n* target languages: sv\n* OPUS readme: bg-sv\n* dataset: opus\n* model: transformer-align\n* pre-processing: normalization + SentencePiece\n* download original weights: URL\n* test set translations: URL\n* test set scores: URL\n\n\nBenchmarks\n----------\n\n\ntestset:... | [
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translation | transformers |
### bul-tur
* source group: Bulgarian
* target group: Turkish
* OPUS readme: [bul-tur](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/bul-tur/README.md)
* model: transformer
* source language(s): bul bul_Latn
* target language(s): tur
* model: transformer
* pre-processing: normalization + S... | {"language": ["bg", "tr"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-bg-tr | null | [
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] | null | 2022-03-02T23:29:04+00:00 | [] | [
"bg",
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] | TAGS
#transformers #pytorch #tf #marian #text2text-generation #translation #bg #tr #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### bul-tur
* source group: Bulgarian
* target group: Turkish
* OPUS readme: bul-tur
* model: transformer
* source language(s): bul bul\_Latn
* target language(s): tur
* model: transformer
* pre-processing: normalization + SentencePiece (spm32k,spm32k)
* download original weights: URL
* test set translations: URL
* t... | [
"### bul-tur\n\n\n* source group: Bulgarian\n* target group: Turkish\n* OPUS readme: bul-tur\n* model: transformer\n* source language(s): bul bul\\_Latn\n* target language(s): tur\n* model: transformer\n* pre-processing: normalization + SentencePiece (spm32k,spm32k)\n* download original weights: URL\n* test set tra... | [
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translation | transformers |
### bul-ukr
* source group: Bulgarian
* target group: Ukrainian
* OPUS readme: [bul-ukr](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/bul-ukr/README.md)
* model: transformer-align
* source language(s): bul
* target language(s): ukr
* model: transformer-align
* pre-processing: normalizatio... | {"language": ["bg", "uk"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-bg-uk | null | [
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] | null | 2022-03-02T23:29:04+00:00 | [] | [
"bg",
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] | TAGS
#transformers #pytorch #tf #marian #text2text-generation #translation #bg #uk #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### bul-ukr
* source group: Bulgarian
* target group: Ukrainian
* OPUS readme: bul-ukr
* model: transformer-align
* source language(s): bul
* target language(s): ukr
* model: transformer-align
* pre-processing: normalization + SentencePiece (spm32k,spm32k)
* download original weights: URL
* test set translations: URL... | [
"### bul-ukr\n\n\n* source group: Bulgarian\n* target group: Ukrainian\n* OPUS readme: bul-ukr\n* model: transformer-align\n* source language(s): bul\n* target language(s): ukr\n* model: transformer-align\n* pre-processing: normalization + SentencePiece (spm32k,spm32k)\n* download original weights: URL\n* test set ... | [
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translation | transformers |
### opus-mt-bi-en
* source languages: bi
* target languages: en
* OPUS readme: [bi-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/bi-en/README.md)
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: [opus-2020-01-20.zip](http... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-bi-en | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #bi #en #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-bi-en
* source languages: bi
* target languages: en
* OPUS readme: bi-en
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: URL
* test set translations: URL
* test set scores: URL
Benchmarks
----------
testset: URL, BLEU: 30.3, chr-F... | [
"### opus-mt-bi-en\n\n\n* source languages: bi\n* target languages: en\n* OPUS readme: bi-en\n* dataset: opus\n* model: transformer-align\n* pre-processing: normalization + SentencePiece\n* download original weights: URL\n* test set translations: URL\n* test set scores: URL\n\n\nBenchmarks\n----------\n\n\ntestset:... | [
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translation | transformers |
### opus-mt-bi-es
* source languages: bi
* target languages: es
* OPUS readme: [bi-es](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/bi-es/README.md)
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: [opus-2020-01-20.zip](http... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-bi-es | null | [
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] | null | 2022-03-02T23:29:04+00:00 | [] | [] | TAGS
#transformers #pytorch #tf #marian #text2text-generation #translation #bi #es #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-bi-es
* source languages: bi
* target languages: es
* OPUS readme: bi-es
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: URL
* test set translations: URL
* test set scores: URL
Benchmarks
----------
testset: URL, BLEU: 21.1, chr-F... | [
"### opus-mt-bi-es\n\n\n* source languages: bi\n* target languages: es\n* OPUS readme: bi-es\n* dataset: opus\n* model: transformer-align\n* pre-processing: normalization + SentencePiece\n* download original weights: URL\n* test set translations: URL\n* test set scores: URL\n\n\nBenchmarks\n----------\n\n\ntestset:... | [
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51,
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"TAGS\n#transformers #pytorch #tf #marian #text2text-generation #translation #bi #es #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n### opus-mt-bi-es\n\n\n* source languages: bi\n* target languages: es\n* OPUS readme: bi-es\n* dataset: opus\n* model: transformer-align\n* pre... |
translation | transformers |
### opus-mt-bi-fr
* source languages: bi
* target languages: fr
* OPUS readme: [bi-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/bi-fr/README.md)
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: [opus-2020-01-20.zip](http... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-bi-fr | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #bi #fr #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-bi-fr
* source languages: bi
* target languages: fr
* OPUS readme: bi-fr
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: URL
* test set translations: URL
* test set scores: URL
Benchmarks
----------
testset: URL, BLEU: 21.5, chr-F... | [
"### opus-mt-bi-fr\n\n\n* source languages: bi\n* target languages: fr\n* OPUS readme: bi-fr\n* dataset: opus\n* model: transformer-align\n* pre-processing: normalization + SentencePiece\n* download original weights: URL\n* test set translations: URL\n* test set scores: URL\n\n\nBenchmarks\n----------\n\n\ntestset:... | [
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"### opus-mt-bi-fr\n\n\n* source languages: bi\n* target languages: fr\n* OPUS readme: bi-fr\n* dataset: opus\n* model: transformer-align\... | [
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translation | transformers |
### opus-mt-bi-sv
* source languages: bi
* target languages: sv
* OPUS readme: [bi-sv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/bi-sv/README.md)
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: [opus-2020-01-20.zip](http... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-bi-sv | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #bi #sv #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-bi-sv
* source languages: bi
* target languages: sv
* OPUS readme: bi-sv
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: URL
* test set translations: URL
* test set scores: URL
Benchmarks
----------
testset: URL, BLEU: 22.7, chr-F... | [
"### opus-mt-bi-sv\n\n\n* source languages: bi\n* target languages: sv\n* OPUS readme: bi-sv\n* dataset: opus\n* model: transformer-align\n* pre-processing: normalization + SentencePiece\n* download original weights: URL\n* test set translations: URL\n* test set scores: URL\n\n\nBenchmarks\n----------\n\n\ntestset:... | [
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"### opus-mt-bi-sv\n\n\n* source languages: bi\n* target languages: sv\n* OPUS readme: bi-sv\n* dataset: opus\n* model: transformer-align\... | [
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translation | transformers |
### ben-eng
* source group: Bengali
* target group: English
* OPUS readme: [ben-eng](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/ben-eng/README.md)
* model: transformer-align
* source language(s): ben
* target language(s): eng
* model: transformer-align
* pre-processing: normalization + ... | {"language": ["bn", "en"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-bn-en | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #bn #en #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### ben-eng
* source group: Bengali
* target group: English
* OPUS readme: ben-eng
* model: transformer-align
* source language(s): ben
* target language(s): eng
* model: transformer-align
* pre-processing: normalization + SentencePiece (spm32k,spm32k)
* download original weights: URL
* test set translations: URL
* t... | [
"### ben-eng\n\n\n* source group: Bengali\n* target group: English\n* OPUS readme: ben-eng\n* model: transformer-align\n* source language(s): ben\n* target language(s): eng\n* model: transformer-align\n* pre-processing: normalization + SentencePiece (spm32k,spm32k)\n* download original weights: URL\n* test set tran... | [
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translation | transformers |
### bnt-eng
* source group: Bantu languages
* target group: English
* OPUS readme: [bnt-eng](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/bnt-eng/README.md)
* model: transformer
* source language(s): kin lin lug nya run sna swh toi_Latn tso umb xho zul
* target language(s): eng
* model: t... | {"language": ["sn", "zu", "rw", "lg", "ts", "ln", "ny", "xh", "rn", "bnt", "en"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-bnt-en | null | [
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| ### bnt-eng
* source group: Bantu languages
* target group: English
* OPUS readme: bnt-eng
* model: transformer
* source language(s): kin lin lug nya run sna swh toi\_Latn tso umb xho zul
* target language(s): eng
* model: transformer
* pre-processing: normalization + SentencePiece (spm32k,spm32k)
* download original... | [
"### bnt-eng\n\n\n* source group: Bantu languages\n* target group: English\n* OPUS readme: bnt-eng\n* model: transformer\n* source language(s): kin lin lug nya run sna swh toi\\_Latn tso umb xho zul\n* target language(s): eng\n* model: transformer\n* pre-processing: normalization + SentencePiece (spm32k,spm32k)\n* ... | [
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"### bnt-eng\n\n\n* source group: Bantu languages\n* target group: English\n* OPUS readme: bnt-eng\n*... | [
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translation | transformers |
### opus-mt-bzs-en
* source languages: bzs
* target languages: en
* OPUS readme: [bzs-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/bzs-en/README.md)
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: [opus-2019-12-18.zip](... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-bzs-en | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #bzs #en #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-bzs-en
* source languages: bzs
* target languages: en
* OPUS readme: bzs-en
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: URL
* test set translations: URL
* test set scores: URL
Benchmarks
----------
testset: URL, BLEU: 44.5, ch... | [
"### opus-mt-bzs-en\n\n\n* source languages: bzs\n* target languages: en\n* OPUS readme: bzs-en\n* dataset: opus\n* model: transformer-align\n* pre-processing: normalization + SentencePiece\n* download original weights: URL\n* test set translations: URL\n* test set scores: URL\n\n\nBenchmarks\n----------\n\n\ntests... | [
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"### opus-mt-bzs-en\n\n\n* source languages: bzs\n* target languages: en\n* OPUS readme: bzs-en\n* dataset: opus\n* model: transformer-al... | [
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translation | transformers |
### opus-mt-bzs-es
* source languages: bzs
* target languages: es
* OPUS readme: [bzs-es](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/bzs-es/README.md)
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: [opus-2020-01-15.zip](... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-bzs-es | null | [
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] | null | 2022-03-02T23:29:04+00:00 | [] | [] | TAGS
#transformers #pytorch #tf #marian #text2text-generation #translation #bzs #es #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-bzs-es
* source languages: bzs
* target languages: es
* OPUS readme: bzs-es
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: URL
* test set translations: URL
* test set scores: URL
Benchmarks
----------
testset: URL, BLEU: 28.1, ch... | [
"### opus-mt-bzs-es\n\n\n* source languages: bzs\n* target languages: es\n* OPUS readme: bzs-es\n* dataset: opus\n* model: transformer-align\n* pre-processing: normalization + SentencePiece\n* download original weights: URL\n* test set translations: URL\n* test set scores: URL\n\n\nBenchmarks\n----------\n\n\ntests... | [
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"### opus-mt-bzs-es\n\n\n* source languages: bzs\n* target languages: es\n* OPUS readme: bzs-es\n* dataset: opus\n* model: transformer-al... | [
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translation | transformers |
### opus-mt-bzs-fi
* source languages: bzs
* target languages: fi
* OPUS readme: [bzs-fi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/bzs-fi/README.md)
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: [opus-2020-01-08.zip](... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-bzs-fi | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #bzs #fi #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-bzs-fi
* source languages: bzs
* target languages: fi
* OPUS readme: bzs-fi
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: URL
* test set translations: URL
* test set scores: URL
Benchmarks
----------
testset: URL, BLEU: 24.7, ch... | [
"### opus-mt-bzs-fi\n\n\n* source languages: bzs\n* target languages: fi\n* OPUS readme: bzs-fi\n* dataset: opus\n* model: transformer-align\n* pre-processing: normalization + SentencePiece\n* download original weights: URL\n* test set translations: URL\n* test set scores: URL\n\n\nBenchmarks\n----------\n\n\ntests... | [
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"### opus-mt-bzs-fi\n\n\n* source languages: bzs\n* target languages: fi\n* OPUS readme: bzs-fi\n* dataset: opus\n* model: transformer-al... | [
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translation | transformers |
### opus-mt-bzs-fr
* source languages: bzs
* target languages: fr
* OPUS readme: [bzs-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/bzs-fr/README.md)
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: [opus-2020-01-08.zip](... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-bzs-fr | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #bzs #fr #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-bzs-fr
* source languages: bzs
* target languages: fr
* OPUS readme: bzs-fr
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: URL
* test set translations: URL
* test set scores: URL
Benchmarks
----------
testset: URL, BLEU: 30.0, ch... | [
"### opus-mt-bzs-fr\n\n\n* source languages: bzs\n* target languages: fr\n* OPUS readme: bzs-fr\n* dataset: opus\n* model: transformer-align\n* pre-processing: normalization + SentencePiece\n* download original weights: URL\n* test set translations: URL\n* test set scores: URL\n\n\nBenchmarks\n----------\n\n\ntests... | [
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"### opus-mt-bzs-fr\n\n\n* source languages: bzs\n* target languages: fr\n* OPUS readme: bzs-fr\n* dataset: opus\n* model: transformer-al... | [
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translation | transformers |
### opus-mt-bzs-sv
* source languages: bzs
* target languages: sv
* OPUS readme: [bzs-sv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/bzs-sv/README.md)
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: [opus-2020-01-08.zip](... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-bzs-sv | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #bzs #sv #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-bzs-sv
* source languages: bzs
* target languages: sv
* OPUS readme: bzs-sv
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: URL
* test set translations: URL
* test set scores: URL
Benchmarks
----------
testset: URL, BLEU: 30.7, ch... | [
"### opus-mt-bzs-sv\n\n\n* source languages: bzs\n* target languages: sv\n* OPUS readme: bzs-sv\n* dataset: opus\n* model: transformer-align\n* pre-processing: normalization + SentencePiece\n* download original weights: URL\n* test set translations: URL\n* test set scores: URL\n\n\nBenchmarks\n----------\n\n\ntests... | [
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"### opus-mt-bzs-sv\n\n\n* source languages: bzs\n* target languages: sv\n* OPUS readme: bzs-sv\n* dataset: opus\n* model: transformer-al... | [
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translation | transformers |
### cat-deu
* source group: Catalan
* target group: German
* OPUS readme: [cat-deu](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/cat-deu/README.md)
* model: transformer-align
* source language(s): cat
* target language(s): deu
* model: transformer-align
* pre-processing: normalization + S... | {"language": ["ca", "de"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-ca-de | null | [
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"has_space",
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] | null | 2022-03-02T23:29:04+00:00 | [] | [
"ca",
"de"
] | TAGS
#transformers #pytorch #tf #marian #text2text-generation #translation #ca #de #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### cat-deu
* source group: Catalan
* target group: German
* OPUS readme: cat-deu
* model: transformer-align
* source language(s): cat
* target language(s): deu
* model: transformer-align
* pre-processing: normalization + SentencePiece (spm12k,spm12k)
* download original weights: URL
* test set translations: URL
* te... | [
"### cat-deu\n\n\n* source group: Catalan\n* target group: German\n* OPUS readme: cat-deu\n* model: transformer-align\n* source language(s): cat\n* target language(s): deu\n* model: transformer-align\n* pre-processing: normalization + SentencePiece (spm12k,spm12k)\n* download original weights: URL\n* test set trans... | [
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translation | transformers |
### opus-mt-ca-en
* source languages: ca
* target languages: en
* OPUS readme: [ca-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/ca-en/README.md)
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: [opus-2019-12-18.zip](http... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-ca-en | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #ca #en #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-ca-en
* source languages: ca
* target languages: en
* OPUS readme: ca-en
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: URL
* test set translations: URL
* test set scores: URL
Benchmarks
----------
testset: URL, BLEU: 51.4, chr-F... | [
"### opus-mt-ca-en\n\n\n* source languages: ca\n* target languages: en\n* OPUS readme: ca-en\n* dataset: opus\n* model: transformer-align\n* pre-processing: normalization + SentencePiece\n* download original weights: URL\n* test set translations: URL\n* test set scores: URL\n\n\nBenchmarks\n----------\n\n\ntestset:... | [
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translation | transformers |
### opus-mt-ca-es
* source languages: ca
* target languages: es
* OPUS readme: [ca-es](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/ca-es/README.md)
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: [opus-2020-01-15.zip](http... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-ca-es | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #ca #es #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-ca-es
* source languages: ca
* target languages: es
* OPUS readme: ca-es
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: URL
* test set translations: URL
* test set scores: URL
Benchmarks
----------
testset: URL, BLEU: 74.9, chr-F... | [
"### opus-mt-ca-es\n\n\n* source languages: ca\n* target languages: es\n* OPUS readme: ca-es\n* dataset: opus\n* model: transformer-align\n* pre-processing: normalization + SentencePiece\n* download original weights: URL\n* test set translations: URL\n* test set scores: URL\n\n\nBenchmarks\n----------\n\n\ntestset:... | [
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translation | transformers |
### cat-fra
* source group: Catalan
* target group: French
* OPUS readme: [cat-fra](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/cat-fra/README.md)
* model: transformer-align
* source language(s): cat
* target language(s): fra
* model: transformer-align
* pre-processing: normalization + S... | {"language": ["ca", "fr"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-ca-fr | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #ca #fr #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### cat-fra
* source group: Catalan
* target group: French
* OPUS readme: cat-fra
* model: transformer-align
* source language(s): cat
* target language(s): fra
* model: transformer-align
* pre-processing: normalization + SentencePiece (spm12k,spm12k)
* download original weights: URL
* test set translations: URL
* te... | [
"### cat-fra\n\n\n* source group: Catalan\n* target group: French\n* OPUS readme: cat-fra\n* model: transformer-align\n* source language(s): cat\n* target language(s): fra\n* model: transformer-align\n* pre-processing: normalization + SentencePiece (spm12k,spm12k)\n* download original weights: URL\n* test set trans... | [
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translation | transformers |
### cat-ita
* source group: Catalan
* target group: Italian
* OPUS readme: [cat-ita](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/cat-ita/README.md)
* model: transformer-align
* source language(s): cat
* target language(s): ita
* model: transformer-align
* pre-processing: normalization + ... | {"language": ["ca", "it"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-ca-it | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #ca #it #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### cat-ita
* source group: Catalan
* target group: Italian
* OPUS readme: cat-ita
* model: transformer-align
* source language(s): cat
* target language(s): ita
* model: transformer-align
* pre-processing: normalization + SentencePiece (spm12k,spm12k)
* download original weights: URL
* test set translations: URL
* t... | [
"### cat-ita\n\n\n* source group: Catalan\n* target group: Italian\n* OPUS readme: cat-ita\n* model: transformer-align\n* source language(s): cat\n* target language(s): ita\n* model: transformer-align\n* pre-processing: normalization + SentencePiece (spm12k,spm12k)\n* download original weights: URL\n* test set tran... | [
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translation | transformers |
### cat-nld
* source group: Catalan
* target group: Dutch
* OPUS readme: [cat-nld](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/cat-nld/README.md)
* model: transformer-align
* source language(s): cat
* target language(s): nld
* model: transformer-align
* pre-processing: normalization + Se... | {"language": ["ca", "nl"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-ca-nl | null | [
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"ca",
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] | TAGS
#transformers #pytorch #tf #marian #text2text-generation #translation #ca #nl #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### cat-nld
* source group: Catalan
* target group: Dutch
* OPUS readme: cat-nld
* model: transformer-align
* source language(s): cat
* target language(s): nld
* model: transformer-align
* pre-processing: normalization + SentencePiece (spm12k,spm12k)
* download original weights: URL
* test set translations: URL
* tes... | [
"### cat-nld\n\n\n* source group: Catalan\n* target group: Dutch\n* OPUS readme: cat-nld\n* model: transformer-align\n* source language(s): cat\n* target language(s): nld\n* model: transformer-align\n* pre-processing: normalization + SentencePiece (spm12k,spm12k)\n* download original weights: URL\n* test set transl... | [
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translation | transformers |
### cat-por
* source group: Catalan
* target group: Portuguese
* OPUS readme: [cat-por](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/cat-por/README.md)
* model: transformer-align
* source language(s): cat
* target language(s): por
* model: transformer-align
* pre-processing: normalization... | {"language": ["ca", "pt"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-ca-pt | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #ca #pt #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### cat-por
* source group: Catalan
* target group: Portuguese
* OPUS readme: cat-por
* model: transformer-align
* source language(s): cat
* target language(s): por
* model: transformer-align
* pre-processing: normalization + SentencePiece (spm12k,spm12k)
* download original weights: URL
* test set translations: URL
... | [
"### cat-por\n\n\n* source group: Catalan\n* target group: Portuguese\n* OPUS readme: cat-por\n* model: transformer-align\n* source language(s): cat\n* target language(s): por\n* model: transformer-align\n* pre-processing: normalization + SentencePiece (spm12k,spm12k)\n* download original weights: URL\n* test set t... | [
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translation | transformers |
### cat-ukr
* source group: Catalan
* target group: Ukrainian
* OPUS readme: [cat-ukr](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/cat-ukr/README.md)
* model: transformer-align
* source language(s): cat
* target language(s): ukr
* model: transformer-align
* pre-processing: normalization ... | {"language": ["ca", "uk"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-ca-uk | null | [
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] | null | 2022-03-02T23:29:04+00:00 | [] | [
"ca",
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] | TAGS
#transformers #pytorch #tf #marian #text2text-generation #translation #ca #uk #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### cat-ukr
* source group: Catalan
* target group: Ukrainian
* OPUS readme: cat-ukr
* model: transformer-align
* source language(s): cat
* target language(s): ukr
* model: transformer-align
* pre-processing: normalization + SentencePiece (spm4k,spm4k)
* download original weights: URL
* test set translations: URL
* t... | [
"### cat-ukr\n\n\n* source group: Catalan\n* target group: Ukrainian\n* OPUS readme: cat-ukr\n* model: transformer-align\n* source language(s): cat\n* target language(s): ukr\n* model: transformer-align\n* pre-processing: normalization + SentencePiece (spm4k,spm4k)\n* download original weights: URL\n* test set tran... | [
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translation | transformers |
### cau-eng
* source group: Caucasian languages
* target group: English
* OPUS readme: [cau-eng](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/cau-eng/README.md)
* model: transformer
* source language(s): abk ady che kat
* target language(s): eng
* model: transformer
* pre-processing: norm... | {"language": ["ab", "ka", "ce", "cau", "en"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-cau-en | null | [
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] | null | 2022-03-02T23:29:04+00:00 | [] | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #ab #ka #ce #cau #en #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### cau-eng
* source group: Caucasian languages
* target group: English
* OPUS readme: cau-eng
* model: transformer
* source language(s): abk ady che kat
* target language(s): eng
* model: transformer
* pre-processing: normalization + SentencePiece (spm32k,spm32k)
* download original weights: URL
* test set translati... | [
"### cau-eng\n\n\n* source group: Caucasian languages\n* target group: English\n* OPUS readme: cau-eng\n* model: transformer\n* source language(s): abk ady che kat\n* target language(s): eng\n* model: transformer\n* pre-processing: normalization + SentencePiece (spm32k,spm32k)\n* download original weights: URL\n* t... | [
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"### cau-eng\n\n\n* source group: Caucasian languages\n* target group: English\n* OPUS readme: cau-eng\n* model: transformer\... | [
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translation | transformers |
### ccs-eng
* source group: South Caucasian languages
* target group: English
* OPUS readme: [ccs-eng](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/ccs-eng/README.md)
* model: transformer
* source language(s): kat
* target language(s): eng
* model: transformer
* pre-processing: normalizat... | {"language": ["ka", "ccs", "en"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-ccs-en | null | [
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] | null | 2022-03-02T23:29:04+00:00 | [] | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #ka #ccs #en #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### ccs-eng
* source group: South Caucasian languages
* target group: English
* OPUS readme: ccs-eng
* model: transformer
* source language(s): kat
* target language(s): eng
* model: transformer
* pre-processing: normalization + SentencePiece (spm12k,spm12k)
* download original weights: URL
* test set translations: U... | [
"### ccs-eng\n\n\n* source group: South Caucasian languages\n* target group: English\n* OPUS readme: ccs-eng\n* model: transformer\n* source language(s): kat\n* target language(s): eng\n* model: transformer\n* pre-processing: normalization + SentencePiece (spm12k,spm12k)\n* download original weights: URL\n* test se... | [
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"### ccs-eng\n\n\n* source group: South Caucasian languages\n* target group: English\n* OPUS readme: ccs-eng\n* model: transformer\n*... | [
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translation | transformers |
### ceb-eng
* source group: Cebuano
* target group: English
* OPUS readme: [ceb-eng](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/ceb-eng/README.md)
* model: transformer-align
* source language(s): ceb
* target language(s): eng
* model: transformer-align
* pre-processing: normalization + ... | {"language": ["ceb", "en"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-ceb-en | null | [
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"en",
"license:apache-2.0",
"autotrain_compatible",
"endpoints_compatible",
"has_space",
"region:us"
] | null | 2022-03-02T23:29:04+00:00 | [] | [
"ceb",
"en"
] | TAGS
#transformers #pytorch #tf #marian #text2text-generation #translation #ceb #en #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### ceb-eng
* source group: Cebuano
* target group: English
* OPUS readme: ceb-eng
* model: transformer-align
* source language(s): ceb
* target language(s): eng
* model: transformer-align
* pre-processing: normalization + SentencePiece (spm32k,spm32k)
* download original weights: URL
* test set translations: URL
* t... | [
"### ceb-eng\n\n\n* source group: Cebuano\n* target group: English\n* OPUS readme: ceb-eng\n* model: transformer-align\n* source language(s): ceb\n* target language(s): eng\n* model: transformer-align\n* pre-processing: normalization + SentencePiece (spm32k,spm32k)\n* download original weights: URL\n* test set tran... | [
"TAGS\n#transformers #pytorch #tf #marian #text2text-generation #translation #ceb #en #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n",
"### ceb-eng\n\n\n* source group: Cebuano\n* target group: English\n* OPUS readme: ceb-eng\n* model: transformer-align\n* source language... | [
52,
135,
399
] | [
"TAGS\n#transformers #pytorch #tf #marian #text2text-generation #translation #ceb #en #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n### ceb-eng\n\n\n* source group: Cebuano\n* target group: English\n* OPUS readme: ceb-eng\n* model: transformer-align\n* source language(s): c... |
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