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translation | transformers |
### opus-mt-ee-fi
* source languages: ee
* target languages: fi
* OPUS readme: [ee-fi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/ee-fi/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-ee-fi | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #ee #fi #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-ee-fi
* source languages: ee
* target languages: fi
* OPUS readme: ee-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: 25.0, chr-F... | [
"### opus-mt-ee-fi\n\n\n* source languages: ee\n* target languages: fi\n* OPUS readme: ee-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-ee-fr
* source languages: ee
* target languages: fr
* OPUS readme: [ee-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/ee-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-ee-fr | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #ee #fr #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-ee-fr
* source languages: ee
* target languages: fr
* OPUS readme: ee-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: 27.1, chr-F... | [
"### opus-mt-ee-fr\n\n\n* source languages: ee\n* target languages: fr\n* OPUS readme: ee-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 |
### opus-mt-ee-sv
* source languages: ee
* target languages: sv
* OPUS readme: [ee-sv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/ee-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-ee-sv | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #ee #sv #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-ee-sv
* source languages: ee
* target languages: sv
* OPUS readme: ee-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: 28.9, chr-F... | [
"### opus-mt-ee-sv\n\n\n* source languages: ee\n* target languages: sv\n* OPUS readme: ee-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 |
### opus-mt-efi-de
* source languages: efi
* target languages: de
* OPUS readme: [efi-de](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/efi-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-efi-de | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #efi #de #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-efi-de
* source languages: efi
* target languages: de
* OPUS readme: efi-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: 21.0, ch... | [
"### opus-mt-efi-de\n\n\n* source languages: efi\n* target languages: de\n* OPUS readme: efi-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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translation | transformers |
### opus-mt-efi-en
* source languages: efi
* target languages: en
* OPUS readme: [efi-en](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/efi-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-efi-en | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #efi #en #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-efi-en
* source languages: efi
* target languages: en
* OPUS readme: efi-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: 35.4, ch... | [
"### opus-mt-efi-en\n\n\n* source languages: efi\n* target languages: en\n* OPUS readme: efi-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-efi-en\n\n\n* source languages: efi\n* target languages: en\n* OPUS readme: efi-en\n* dataset: opus\n* model: transformer-al... | [
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translation | transformers |
### opus-mt-efi-fi
* source languages: efi
* target languages: fi
* OPUS readme: [efi-fi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/efi-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-efi-fi | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #efi #fi #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-efi-fi
* source languages: efi
* target languages: fi
* OPUS readme: efi-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: 23.6, ch... | [
"### opus-mt-efi-fi\n\n\n* source languages: efi\n* target languages: fi\n* OPUS readme: efi-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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translation | transformers |
### opus-mt-efi-fr
* source languages: efi
* target languages: fr
* OPUS readme: [efi-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/efi-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-efi-fr | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #efi #fr #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-efi-fr
* source languages: efi
* target languages: fr
* OPUS readme: efi-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: 25.1, ch... | [
"### opus-mt-efi-fr\n\n\n* source languages: efi\n* target languages: fr\n* OPUS readme: efi-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-efi-fr\n\n\n* source languages: efi\n* target languages: fr\n* OPUS readme: efi-fr\n* dataset: opus\n* model: transformer-al... | [
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translation | transformers |
### opus-mt-efi-sv
* source languages: efi
* target languages: sv
* OPUS readme: [efi-sv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/efi-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-efi-sv | null | [
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] | null | 2022-03-02T23:29:04+00:00 | [] | [] | TAGS
#transformers #pytorch #tf #marian #text2text-generation #translation #efi #sv #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-efi-sv
* source languages: efi
* target languages: sv
* OPUS readme: efi-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: 26.8, ch... | [
"### opus-mt-efi-sv\n\n\n* source languages: efi\n* target languages: sv\n* OPUS readme: efi-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 |
### ell-ara
* source group: Modern Greek (1453-)
* target group: Arabic
* OPUS readme: [ell-ara](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/ell-ara/README.md)
* model: transformer
* source language(s): ell
* target language(s): ara arz
* model: transformer
* pre-processing: normalizatio... | {"language": ["el", "ar"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-el-ar | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #el #ar #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### ell-ara
* source group: Modern Greek (1453-)
* target group: Arabic
* OPUS readme: ell-ara
* model: transformer
* source language(s): ell
* target language(s): ara arz
* model: transformer
* pre-processing: normalization + SentencePiece (spm32k,spm32k)
* a sentence initial language token is required in the form o... | [
"### ell-ara\n\n\n* source group: Modern Greek (1453-)\n* target group: Arabic\n* OPUS readme: ell-ara\n* model: transformer\n* source language(s): ell\n* target language(s): ara arz\n* model: transformer\n* pre-processing: normalization + SentencePiece (spm32k,spm32k)\n* a sentence initial language token is requir... | [
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translation | transformers |
### ell-epo
* source group: Modern Greek (1453-)
* target group: Esperanto
* OPUS readme: [ell-epo](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/ell-epo/README.md)
* model: transformer-align
* source language(s): ell
* target language(s): epo
* model: transformer-align
* pre-processing: n... | {"language": ["el", "eo"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-el-eo | null | [
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] | null | 2022-03-02T23:29:04+00:00 | [] | [
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] | TAGS
#transformers #pytorch #tf #marian #text2text-generation #translation #el #eo #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### ell-epo
* source group: Modern Greek (1453-)
* target group: Esperanto
* OPUS readme: ell-epo
* model: transformer-align
* source language(s): ell
* target language(s): epo
* model: transformer-align
* pre-processing: normalization + SentencePiece (spm4k,spm4k)
* download original weights: URL
* test set translat... | [
"### ell-epo\n\n\n* source group: Modern Greek (1453-)\n* target group: Esperanto\n* OPUS readme: ell-epo\n* model: transformer-align\n* source language(s): ell\n* target language(s): epo\n* model: transformer-align\n* pre-processing: normalization + SentencePiece (spm4k,spm4k)\n* download original weights: URL\n* ... | [
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"### ell-epo\n\n\n* source group: Modern Greek (1453-)\n* target group: Esperanto\n* OPUS readme: ell-epo\n* model: transformer-align\n* s... | [
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translation | transformers |
### opus-mt-el-fi
* source languages: el
* target languages: fi
* OPUS readme: [el-fi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/el-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-el-fi | 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 #el #fi #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-el-fi
* source languages: el
* target languages: fi
* OPUS readme: el-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: 25.3, chr-F... | [
"### opus-mt-el-fi\n\n\n* source languages: el\n* target languages: fi\n* OPUS readme: el-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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"### opus-mt-el-fi\n\n\n* source languages: el\n* target languages: fi\n* OPUS readme: el-fi\n* dataset: opus\n* model: transformer-align\... | [
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translation | transformers |
### opus-mt-el-fr
* source languages: el
* target languages: fr
* OPUS readme: [el-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/el-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-el-fr | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #el #fr #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-el-fr
* source languages: el
* target languages: fr
* OPUS readme: el-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: 63.0, chr-F... | [
"### opus-mt-el-fr\n\n\n* source languages: el\n* target languages: fr\n* OPUS readme: el-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-el-fr\n\n\n* source languages: el\n* target languages: fr\n* OPUS readme: el-fr\n* dataset: opus\n* model: transformer-align\... | [
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translation | transformers |
### opus-mt-el-sv
* source languages: el
* target languages: sv
* OPUS readme: [el-sv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/el-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-el-sv | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #el #sv #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-el-sv
* source languages: el
* target languages: sv
* OPUS readme: el-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: 23.6, chr-F... | [
"### opus-mt-el-sv\n\n\n* source languages: el\n* target languages: sv\n* OPUS readme: el-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-el-sv\n\n\n* source languages: el\n* target languages: sv\n* OPUS readme: el-sv\n* dataset: opus\n* model: transformer-align\... | [
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"TAGS\n#transformers #pytorch #tf #marian #text2text-generation #translation #el #sv #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n### opus-mt-el-sv\n\n\n* source languages: el\n* target languages: sv\n* OPUS readme: el-sv\n* dataset: opus\n* model: transformer-align\n* pre... |
translation | transformers |
### opus-mt-en-INSULAR_CELTIC
* source languages: en
* target languages: ga,cy,br,gd,kw,gv
* OPUS readme: [en-ga+cy+br+gd+kw+gv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-ga+cy+br+gd+kw+gv/README.md)
* dataset: opus+techiaith+bt
* model: transformer-align
* pre-processing: normalization +... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-en-CELTIC | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #en #cel #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-INSULAR\_CELTIC
* source languages: en
* target languages: ga,cy,br,gd,kw,gv
* OPUS readme: en-ga+cy+br+gd+kw+gv
* dataset: opus+techiaith+bt
* model: transformer-align
* pre-processing: normalization + SentencePiece
* a sentence initial language token is required in the form of '>>id<<' (id = valid ta... | [
"### opus-mt-en-INSULAR\\_CELTIC\n\n\n* source languages: en\n* target languages: ga,cy,br,gd,kw,gv\n* OPUS readme: en-ga+cy+br+gd+kw+gv\n* dataset: opus+techiaith+bt\n* model: transformer-align\n* pre-processing: normalization + SentencePiece\n* a sentence initial language token is required in the form of '>>id<<'... | [
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"### opus-mt-en-INSULAR\\_CELTIC\n\n\n* source languages: en\n* target languages: ga,cy,br,gd,kw,gv\n* OPUS readme: en-ga+cy+br+gd+kw+gv\... | [
52,
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"TAGS\n#transformers #pytorch #tf #marian #text2text-generation #translation #en #cel #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n### opus-mt-en-INSULAR\\_CELTIC\n\n\n* source languages: en\n* target languages: ga,cy,br,gd,kw,gv\n* OPUS readme: en-ga+cy+br+gd+kw+gv\n* dat... |
translation | transformers |
### opus-mt-en-ROMANCE
* source languages: en
* target 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
* OPUS readme: [en-fr+fr_... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-en-ROMANCE | null | [
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#transformers #pytorch #tf #jax #rust #marian #text2text-generation #translation #en #roa #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-ROMANCE
* source languages: en
* target 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
* ... | [
"### opus-mt-en-ROMANCE\n\n\n* source languages: en\n* target 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,i... | [
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"### opus-mt-en-ROMANCE\n\n\n* source languages: en\n* target languages: fr,fr\\_BE,fr\\_CA,fr\\_FR,wa,frp,oc,ca,rm,lld,fur,li... | [
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translation | transformers |
### eng-aav
* source group: English
* target group: Austro-Asiatic languages
* OPUS readme: [eng-aav](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-aav/README.md)
* model: transformer
* source language(s): eng
* target language(s): hoc hoc_Latn kha khm khm_Latn mnw vie vie_Hani
* model... | {"language": ["en", "vi", "km", "aav"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-en-aav | null | [
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] | null | 2022-03-02T23:29:04+00:00 | [] | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #en #vi #km #aav #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### eng-aav
* source group: English
* target group: Austro-Asiatic languages
* OPUS readme: eng-aav
* model: transformer
* source language(s): eng
* target language(s): hoc hoc\_Latn kha khm khm\_Latn mnw vie vie\_Hani
* model: transformer
* pre-processing: normalization + SentencePiece (spm32k,spm32k)
* a sentence i... | [
"### eng-aav\n\n\n* source group: English\n* target group: Austro-Asiatic languages\n* OPUS readme: eng-aav\n* model: transformer\n* source language(s): eng\n* target language(s): hoc hoc\\_Latn kha khm khm\\_Latn mnw vie vie\\_Hani\n* model: transformer\n* pre-processing: normalization + SentencePiece (spm32k,spm3... | [
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"### eng-aav\n\n\n* source group: English\n* target group: Austro-Asiatic languages\n* OPUS readme: eng-aav\n* model: transformer... | [
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translation | transformers |
### opus-mt-en-af
* source languages: en
* target languages: af
* OPUS readme: [en-af](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-af/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-en-af | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #en #af #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-af
* source languages: en
* target languages: af
* OPUS readme: en-af
* 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, chr-F... | [
"### opus-mt-en-af\n\n\n* source languages: en\n* target languages: af\n* OPUS readme: en-af\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-en-af\n\n\n* source languages: en\n* target languages: af\n* OPUS readme: en-af\n* dataset: opus\n* model: transformer-align\... | [
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translation | transformers |
### eng-afa
* source group: English
* target group: Afro-Asiatic languages
* OPUS readme: [eng-afa](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-afa/README.md)
* model: transformer
* source language(s): eng
* target language(s): acm afb amh apc ara arq ary arz hau_Latn heb kab mlt rif... | {"language": ["en", "so", "ti", "am", "he", "mt", "ar", "afa"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-en-afa | null | [
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] | null | 2022-03-02T23:29:04+00:00 | [] | [
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| ### eng-afa
* source group: English
* target group: Afro-Asiatic languages
* OPUS readme: eng-afa
* model: transformer
* source language(s): eng
* target language(s): acm afb amh apc ara arq ary arz hau\_Latn heb kab mlt rif\_Latn shy\_Latn som tir
* model: transformer
* pre-processing: normalization + SentencePiece ... | [
"### eng-afa\n\n\n* source group: English\n* target group: Afro-Asiatic languages\n* OPUS readme: eng-afa\n* model: transformer\n* source language(s): eng\n* target language(s): acm afb amh apc ara arq ary arz hau\\_Latn heb kab mlt rif\\_Latn shy\\_Latn som tir\n* model: transformer\n* pre-processing: normalizatio... | [
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"### eng-afa\n\n\n* source group: English\n* target group: Afro-Asiatic languages\n* OPUS readme: eng-afa\n* mode... | [
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translation | transformers |
### eng-alv
* source group: English
* target group: Atlantic-Congo languages
* OPUS readme: [eng-alv](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-alv/README.md)
* model: transformer
* source language(s): eng
* target language(s): ewe fuc fuv ibo kin lin lug nya run sag sna swh toi_La... | {"language": ["en", "sn", "rw", "wo", "ig", "sg", "ee", "zu", "lg", "ts", "ln", "ny", "yo", "rn", "xh", "alv"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-en-alv | null | [
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] | TAGS
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| ### eng-alv
* source group: English
* target group: Atlantic-Congo languages
* OPUS readme: eng-alv
* model: transformer
* source language(s): eng
* target language(s): ewe fuc fuv ibo kin lin lug nya run sag sna swh toi\_Latn tso umb wol xho yor zul
* model: transformer
* pre-processing: normalization + SentencePiec... | [
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translation | transformers |
### eng-ara
* source group: English
* target group: Arabic
* OPUS readme: [eng-ara](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-ara/README.md)
* model: transformer
* source language(s): eng
* target language(s): acm afb apc apc_Latn ara ara_Latn arq arq_Latn ary arz
* model: transfor... | {"language": ["en", "ar"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-en-ar | null | [
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| ### eng-ara
* source group: English
* target group: Arabic
* OPUS readme: eng-ara
* model: transformer
* source language(s): eng
* target language(s): acm afb apc apc\_Latn ara ara\_Latn arq arq\_Latn ary arz
* model: transformer
* pre-processing: normalization + SentencePiece (spm32k,spm32k)
* a sentence initial lan... | [
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translation | transformers |
### eng-aze
* source group: English
* target group: Azerbaijani
* OPUS readme: [eng-aze](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-aze/README.md)
* model: transformer-align
* source language(s): eng
* target language(s): aze_Latn
* model: transformer-align
* pre-processing: normali... | {"language": ["en", "az"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-en-az | null | [
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| ### eng-aze
* source group: English
* target group: Azerbaijani
* OPUS readme: eng-aze
* model: transformer-align
* source language(s): eng
* target language(s): aze\_Latn
* model: transformer-align
* pre-processing: normalization + SentencePiece (spm12k,spm12k)
* download original weights: URL
* test set translation... | [
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translation | transformers |
### eng-bat
* source group: English
* target group: Baltic languages
* OPUS readme: [eng-bat](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-bat/README.md)
* model: transformer
* source language(s): eng
* target language(s): lav lit ltg prg_Latn sgs
* model: transformer
* pre-processing... | {"language": ["en", "lt", "lv", "bat"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-en-bat | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #en #lt #lv #bat #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### eng-bat
* source group: English
* target group: Baltic languages
* OPUS readme: eng-bat
* model: transformer
* source language(s): eng
* target language(s): lav lit ltg prg\_Latn sgs
* model: transformer
* pre-processing: normalization + SentencePiece (spm32k,spm32k)
* a sentence initial language token is require... | [
"### eng-bat\n\n\n* source group: English\n* target group: Baltic languages\n* OPUS readme: eng-bat\n* model: transformer\n* source language(s): eng\n* target language(s): lav lit ltg prg\\_Latn sgs\n* model: transformer\n* pre-processing: normalization + SentencePiece (spm32k,spm32k)\n* a sentence initial language... | [
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translation | transformers |
### opus-mt-en-bcl
* source languages: en
* target languages: bcl
* OPUS readme: [en-bcl](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-bcl/README.md)
* dataset: opus+bt
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: [opus+bt-2020-02-26... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-en-bcl | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #en #bcl #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-bcl
* source languages: en
* target languages: bcl
* OPUS readme: en-bcl
* dataset: opus+bt
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: opus+URL
* test set translations: opus+URL
* test set scores: opus+URL
Benchmarks
----------
testset: U... | [
"### opus-mt-en-bcl\n\n\n* source languages: en\n* target languages: bcl\n* OPUS readme: en-bcl\n* dataset: opus+bt\n* model: transformer-align\n* pre-processing: normalization + SentencePiece\n* download original weights: opus+URL\n* test set translations: opus+URL\n* test set scores: opus+URL\n\n\nBenchmarks\n---... | [
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translation | transformers |
### opus-mt-en-bem
* source languages: en
* target languages: bem
* OPUS readme: [en-bem](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-bem/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-en-bem | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #en #bem #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-bem
* source languages: en
* target languages: bem
* OPUS readme: en-bem
* 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: 29.7, ch... | [
"### opus-mt-en-bem\n\n\n* source languages: en\n* target languages: bem\n* OPUS readme: en-bem\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-en-ber
* source languages: en
* target languages: ber
* OPUS readme: [en-ber](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-ber/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-en-ber | null | [
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| ### opus-mt-en-ber
* source languages: en
* target languages: ber
* OPUS readme: en-ber
* 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: 29.7, ch... | [
"### opus-mt-en-ber\n\n\n* source languages: en\n* target languages: ber\n* OPUS readme: en-ber\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 |
### eng-bul
* source group: English
* target group: Bulgarian
* OPUS readme: [eng-bul](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-bul/README.md)
* model: transformer
* source language(s): eng
* target language(s): bul bul_Latn
* model: transformer
* pre-processing: normalization + S... | {"language": ["en", "bg"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-en-bg | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #en #bg #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### eng-bul
* source group: English
* target group: Bulgarian
* OPUS readme: eng-bul
* model: transformer
* source language(s): eng
* target language(s): bul bul\_Latn
* model: transformer
* pre-processing: normalization + SentencePiece (spm32k,spm32k)
* a sentence initial language token is required in the form of '>... | [
"### eng-bul\n\n\n* source group: English\n* target group: Bulgarian\n* OPUS readme: eng-bul\n* model: transformer\n* source language(s): eng\n* target language(s): bul bul\\_Latn\n* model: transformer\n* pre-processing: normalization + SentencePiece (spm32k,spm32k)\n* a sentence initial language token is required ... | [
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translation | transformers |
### opus-mt-en-bi
* source languages: en
* target languages: bi
* OPUS readme: [en-bi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-bi/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-en-bi | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #en #bi #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-bi
* source languages: en
* target languages: bi
* OPUS readme: en-bi
* 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: 36.4, chr-F... | [
"### opus-mt-en-bi\n\n\n* source languages: en\n* target languages: bi\n* OPUS readme: en-bi\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 |
### eng-bnt
* source group: English
* target group: Bantu languages
* OPUS readme: [eng-bnt](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-bnt/README.md)
* model: transformer
* source language(s): eng
* target language(s): kin lin lug nya run sna swh toi_Latn tso umb xho zul
* model: t... | {"language": ["en", "sn", "zu", "rw", "lg", "ts", "ln", "ny", "xh", "rn", "bnt"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-en-bnt | null | [
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| ### eng-bnt
* source group: English
* target group: Bantu languages
* OPUS readme: eng-bnt
* model: transformer
* source language(s): eng
* target language(s): kin lin lug nya run sna swh toi\_Latn tso umb xho zul
* model: transformer
* pre-processing: normalization + SentencePiece (spm32k,spm32k)
* a sentence initia... | [
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translation | transformers |
### opus-mt-en-bzs
* source languages: en
* target languages: bzs
* OPUS readme: [en-bzs](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-bzs/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-en-bzs | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #en #bzs #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-bzs
* source languages: en
* target languages: bzs
* OPUS readme: en-bzs
* 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: 43.4, ch... | [
"### opus-mt-en-bzs\n\n\n* source languages: en\n* target languages: bzs\n* OPUS readme: en-bzs\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-en-ca
* source languages: en
* target languages: ca
* OPUS readme: [en-ca](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-ca/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-en-ca | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #en #ca #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-ca
* source languages: en
* target languages: ca
* OPUS readme: en-ca
* 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: 47.2, chr-F... | [
"### opus-mt-en-ca\n\n\n* source languages: en\n* target languages: ca\n* OPUS readme: en-ca\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-en-ceb
* source languages: en
* target languages: ceb
* OPUS readme: [en-ceb](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-ceb/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-en-ceb | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #en #ceb #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-ceb
* source languages: en
* target languages: ceb
* OPUS readme: en-ceb
* 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: 51.3, ch... | [
"### opus-mt-en-ceb\n\n\n* source languages: en\n* target languages: ceb\n* OPUS readme: en-ceb\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 |
### eng-cel
* source group: English
* target group: Celtic languages
* OPUS readme: [eng-cel](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-cel/README.md)
* model: transformer
* source language(s): eng
* target language(s): bre cor cym gla gle glv
* model: transformer
* pre-processing:... | {"language": ["en", "gd", "ga", "br", "kw", "gv", "cy", "cel"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-en-cel | null | [
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| ### eng-cel
* source group: English
* target group: Celtic languages
* OPUS readme: eng-cel
* model: transformer
* source language(s): eng
* target language(s): bre cor cym gla gle glv
* model: transformer
* pre-processing: normalization + SentencePiece (spm32k,spm32k)
* a sentence initial language token is required ... | [
"### eng-cel\n\n\n* source group: English\n* target group: Celtic languages\n* OPUS readme: eng-cel\n* model: transformer\n* source language(s): eng\n* target language(s): bre cor cym gla gle glv\n* model: transformer\n* pre-processing: normalization + SentencePiece (spm32k,spm32k)\n* a sentence initial language to... | [
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translation | transformers |
### opus-mt-en-chk
* source languages: en
* target languages: chk
* OPUS readme: [en-chk](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-chk/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-en-chk | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #en #chk #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-chk
* source languages: en
* target languages: chk
* OPUS readme: en-chk
* 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: 26.1, ch... | [
"### opus-mt-en-chk\n\n\n* source languages: en\n* target languages: chk\n* OPUS readme: en-chk\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 |
### eng-cpf
* source group: English
* target group: Creoles and pidgins, French‑based
* OPUS readme: [eng-cpf](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-cpf/README.md)
* model: transformer
* source language(s): eng
* target language(s): gcf_Latn hat mfe
* model: transformer
* pre-p... | {"language": ["en", "ht", "cpf"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-en-cpf | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #en #ht #cpf #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### eng-cpf
* source group: English
* target group: Creoles and pidgins, French‑based
* OPUS readme: eng-cpf
* model: transformer
* source language(s): eng
* target language(s): gcf\_Latn hat mfe
* model: transformer
* pre-processing: normalization + SentencePiece (spm32k,spm32k)
* a sentence initial language token i... | [
"### eng-cpf\n\n\n* source group: English\n* target group: Creoles and pidgins, French‑based\n* OPUS readme: eng-cpf\n* model: transformer\n* source language(s): eng\n* target language(s): gcf\\_Latn hat mfe\n* model: transformer\n* pre-processing: normalization + SentencePiece (spm32k,spm32k)\n* a sentence initial... | [
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translation | transformers |
### eng-cpp
* source group: English
* target group: Creoles and pidgins, Portuguese-based
* OPUS readme: [eng-cpp](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-cpp/README.md)
* model: transformer
* source language(s): eng
* target language(s): ind max_Latn min pap tmw_Latn zlm_Latn zs... | {"language": ["en", "id", "cpp"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-en-cpp | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #en #id #cpp #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### eng-cpp
* source group: English
* target group: Creoles and pidgins, Portuguese-based
* OPUS readme: eng-cpp
* model: transformer
* source language(s): eng
* target language(s): ind max\_Latn min pap tmw\_Latn zlm\_Latn zsm\_Latn
* model: transformer
* pre-processing: normalization + SentencePiece (spm32k,spm32k)... | [
"### eng-cpp\n\n\n* source group: English\n* target group: Creoles and pidgins, Portuguese-based\n* OPUS readme: eng-cpp\n* model: transformer\n* source language(s): eng\n* target language(s): ind max\\_Latn min pap tmw\\_Latn zlm\\_Latn zsm\\_Latn\n* model: transformer\n* pre-processing: normalization + SentencePi... | [
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"### eng-cpp\n\n\n* source group: English\n* target group: Creoles and pidgins, Portuguese-based\n* OPUS readme: eng-cpp\n* model: tr... | [
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translation | transformers |
### opus-mt-en-crs
* source languages: en
* target languages: crs
* OPUS readme: [en-crs](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-crs/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-en-crs | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #en #crs #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-crs
* source languages: en
* target languages: crs
* OPUS readme: en-crs
* 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: 45.2, ch... | [
"### opus-mt-en-crs\n\n\n* source languages: en\n* target languages: crs\n* OPUS readme: en-crs\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-en-cs
* source languages: en
* target languages: cs
* OPUS readme: [en-cs](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-cs/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-en-cs | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #en #cs #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-cs
* source languages: en
* target languages: cs
* OPUS readme: en-cs
* 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, chr-F... | [
"### opus-mt-en-cs\n\n\n* source languages: en\n* target languages: cs\n* OPUS readme: en-cs\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 |
### eng-cus
* source group: English
* target group: Cushitic languages
* OPUS readme: [eng-cus](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-cus/README.md)
* model: transformer
* source language(s): eng
* target language(s): som
* model: transformer
* pre-processing: normalization + S... | {"language": ["en", "so", "cus"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-en-cus | null | [
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#transformers #pytorch #tf #safetensors #marian #text2text-generation #translation #en #so #cus #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### eng-cus
* source group: English
* target group: Cushitic languages
* OPUS readme: eng-cus
* model: transformer
* source language(s): eng
* target language(s): som
* model: transformer
* pre-processing: normalization + SentencePiece (spm12k,spm12k)
* download original weights: URL
* test set translations: URL
* te... | [
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translation | transformers |
### opus-mt-en-cy
* source languages: en
* target languages: cy
* OPUS readme: [en-cy](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-cy/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-en-cy | null | [
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| ### opus-mt-en-cy
* source languages: en
* target languages: cy
* OPUS readme: en-cy
* 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: 25.3, chr-F... | [
"### opus-mt-en-cy\n\n\n* source languages: en\n* target languages: cy\n* OPUS readme: en-cy\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-en-da
* source languages: en
* target languages: da
* OPUS readme: [en-da](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-da/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-en-da | null | [
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| ### opus-mt-en-da
* source languages: en
* target languages: da
* OPUS readme: en-da
* 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: 60.4, chr-F... | [
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translation | transformers |
### opus-mt-en-de
## Table of Contents
- [Model Details](#model-details)
- [Uses](#uses)
- [Risks, Limitations and Biases](#risks-limitations-and-biases)
- [Training](#training)
- [Evaluation](#evaluation)
- [Citation Information](#citation-information)
- [How to Get Started With the Model](#how-to-get-started-with-... | {"license": "cc-by-4.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-en-de | null | [
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| ### opus-mt-en-de
Table of Contents
-----------------
* Model Details
* Uses
* Risks, Limitations and Biases
* Training
* Evaluation
* Citation Information
* How to Get Started With the Model
Model Details
-------------
Model Description:
* Developed by: Language Technology Research Group at the University of... | [
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translation | transformers |
### eng-dra
* source group: English
* target group: Dravidian languages
* OPUS readme: [eng-dra](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-dra/README.md)
* model: transformer
* source language(s): eng
* target language(s): kan mal tam tel
* model: transformer
* pre-processing: norm... | {"language": ["en", "ta", "kn", "ml", "te", "dra"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-en-dra | null | [
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| ### eng-dra
* source group: English
* target group: Dravidian languages
* OPUS readme: eng-dra
* model: transformer
* source language(s): eng
* target language(s): kan mal tam tel
* model: transformer
* pre-processing: normalization + SentencePiece (spm32k,spm32k)
* a sentence initial language token is required in th... | [
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translation | transformers |
### opus-mt-en-ee
* source languages: en
* target languages: ee
* OPUS readme: [en-ee](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-ee/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-en-ee | null | [
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| ### opus-mt-en-ee
* source languages: en
* target languages: ee
* OPUS readme: en-ee
* 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: 38.2, chr-F... | [
"### opus-mt-en-ee\n\n\n* source languages: en\n* target languages: ee\n* OPUS readme: en-ee\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-en-efi
* source languages: en
* target languages: efi
* OPUS readme: [en-efi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-efi/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-en-efi | null | [
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| ### opus-mt-en-efi
* source languages: en
* target languages: efi
* OPUS readme: en-efi
* 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... | [
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translation | transformers |
### opus-mt-en-el
* source languages: en
* target languages: el
* OPUS readme: [en-el](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-el/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-en-el | null | [
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| ### opus-mt-en-el
* source languages: en
* target languages: el
* OPUS readme: en-el
* 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: 56.4, chr-F... | [
"### opus-mt-en-el\n\n\n* source languages: en\n* target languages: el\n* OPUS readme: en-el\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-en-eo
* source languages: en
* target languages: eo
* OPUS readme: [en-eo](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-eo/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-en-eo | null | [
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| ### opus-mt-en-eo
* source languages: en
* target languages: eo
* OPUS readme: en-eo
* 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: 49.5, chr-F... | [
"### opus-mt-en-eo\n\n\n* source languages: en\n* target languages: eo\n* OPUS readme: en-eo\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 |
### eng-spa
* source group: English
* target group: Spanish
* OPUS readme: [eng-spa](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-spa/README.md)
* model: transformer
* source language(s): eng
* target language(s): spa
* model: transformer
* pre-processing: normalization + SentencePiec... | {"language": ["en", "es"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-en-es | null | [
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| ### eng-spa
* source group: English
* target group: Spanish
* OPUS readme: eng-spa
* model: transformer
* source language(s): eng
* target language(s): spa
* model: transformer
* pre-processing: normalization + SentencePiece (spm32k,spm32k)
* download original weights: URL
* test set translations: URL
* test set scor... | [
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translation | transformers |
### opus-mt-en-et
* source languages: en
* target languages: et
* OPUS readme: [en-et](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-et/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-en-et | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #en #et #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-et
* source languages: en
* target languages: et
* OPUS readme: en-et
* 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: 21.8, chr-F... | [
"### opus-mt-en-et\n\n\n* source languages: en\n* target languages: et\n* OPUS readme: en-et\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-en-et\n\n\n* source languages: en\n* target languages: et\n* OPUS readme: en-et\n* dataset: opus\n* model: transformer-align\... | [
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translation | transformers |
### eng-eus
* source group: English
* target group: Basque
* OPUS readme: [eng-eus](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-eus/README.md)
* model: transformer-align
* source language(s): eng
* target language(s): eus
* model: transformer-align
* pre-processing: normalization + S... | {"language": ["en", "eu"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-en-eu | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #en #eu #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### eng-eus
* source group: English
* target group: Basque
* OPUS readme: eng-eus
* model: transformer-align
* source language(s): eng
* target language(s): eus
* model: transformer-align
* pre-processing: normalization + SentencePiece (spm32k,spm32k)
* download original weights: URL
* test set translations: URL
* te... | [
"### eng-eus\n\n\n* source group: English\n* target group: Basque\n* OPUS readme: eng-eus\n* model: transformer-align\n* source language(s): eng\n* target language(s): eus\n* model: transformer-align\n* pre-processing: normalization + SentencePiece (spm32k,spm32k)\n* download original weights: URL\n* test set trans... | [
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translation | transformers |
### eng-euq
* source group: English
* target group: Basque (family)
* OPUS readme: [eng-euq](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-euq/README.md)
* model: transformer
* source language(s): eng
* target language(s): eus
* model: transformer
* pre-processing: normalization + Sent... | {"language": ["en", "euq"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-en-euq | null | [
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] | TAGS
#transformers #pytorch #tf #marian #text2text-generation #translation #en #euq #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### eng-euq
* source group: English
* target group: Basque (family)
* OPUS readme: eng-euq
* model: transformer
* source language(s): eng
* target language(s): eus
* model: transformer
* pre-processing: normalization + SentencePiece (spm12k,spm12k)
* download original weights: URL
* test set translations: URL
* test ... | [
"### eng-euq\n\n\n* source group: English\n* target group: Basque (family)\n* OPUS readme: eng-euq\n* model: transformer\n* source language(s): eng\n* target language(s): eus\n* model: transformer\n* pre-processing: normalization + SentencePiece (spm12k,spm12k)\n* download original weights: URL\n* test set translat... | [
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translation | transformers |
### opus-mt-en-fi
* source languages: en
* target languages: fi
* OPUS readme: [en-fi](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-fi/README.md)
* dataset: opus+bt-news
* model: transformer
* pre-processing: normalization + SentencePiece
* download original weights: [opus+bt-news-2020-03-21... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-en-fi | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #en #fi #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-fi
* source languages: en
* target languages: fi
* OPUS readme: en-fi
* dataset: opus+bt-news
* model: transformer
* pre-processing: normalization + SentencePiece
* download original weights: opus+URL
* test set translations: opus+URL
* test set scores: opus+URL
Benchmarks
----------
testset: URL, ... | [
"### opus-mt-en-fi\n\n\n* source languages: en\n* target languages: fi\n* OPUS readme: en-fi\n* dataset: opus+bt-news\n* model: transformer\n* pre-processing: normalization + SentencePiece\n* download original weights: opus+URL\n* test set translations: opus+URL\n* test set scores: opus+URL\n\n\nBenchmarks\n-------... | [
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translation | transformers |
### eng-fiu
* source group: English
* target group: Finno-Ugrian languages
* OPUS readme: [eng-fiu](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-fiu/README.md)
* model: transformer
* source language(s): eng
* target language(s): est fin fkv_Latn hun izh kpv krl liv_Latn mdf mhr myv sm... | {"language": ["en", "se", "fi", "hu", "et", "fiu"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-en-fiu | null | [
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| ### eng-fiu
* source group: English
* target group: Finno-Ugrian languages
* OPUS readme: eng-fiu
* model: transformer
* source language(s): eng
* target language(s): est fin fkv\_Latn hun izh kpv krl liv\_Latn mdf mhr myv sma sme udm vro
* model: transformer
* pre-processing: normalization + SentencePiece (spm32k,sp... | [
"### eng-fiu\n\n\n* source group: English\n* target group: Finno-Ugrian languages\n* OPUS readme: eng-fiu\n* model: transformer\n* source language(s): eng\n* target language(s): est fin fkv\\_Latn hun izh kpv krl liv\\_Latn mdf mhr myv sma sme udm vro\n* model: transformer\n* pre-processing: normalization + Sentenc... | [
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"### eng-fiu\n\n\n* source group: English\n* target group: Finno-Ugrian languages\n* OPUS readme: eng-fiu\n* model: trans... | [
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translation | transformers |
### opus-mt-en-fj
* source languages: en
* target languages: fj
* OPUS readme: [en-fj](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-fj/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-en-fj | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #en #fj #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-fj
* source languages: en
* target languages: fj
* OPUS readme: en-fj
* 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: 34.0, chr-F... | [
"### opus-mt-en-fj\n\n\n* source languages: en\n* target languages: fj\n* OPUS readme: en-fj\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-en-fj\n\n\n* source languages: en\n* target languages: fj\n* OPUS readme: en-fj\n* dataset: opus\n* model: transformer-align\... | [
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translation | transformers |
### opus-mt-en-fr
* source languages: en
* target languages: fr
* OPUS readme: [en-fr](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-fr/README.md)
* dataset: opus
* model: transformer-align
* pre-processing: normalization + SentencePiece
* download original weights: [opus-2020-02-26.zip](http... | {"license": "apache-2.0", "pipeline_tag": "translation"} | Helsinki-NLP/opus-mt-en-fr | null | [
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#transformers #pytorch #tf #jax #marian #text2text-generation #translation #en #fr #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-fr
* source languages: en
* target languages: fr
* OPUS readme: en-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: 33.8, chr-F... | [
"### opus-mt-en-fr\n\n\n* source languages: en\n* target languages: fr\n* OPUS readme: en-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 |
### eng-gle
* source group: English
* target group: Irish
* OPUS readme: [eng-gle](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-gle/README.md)
* model: transformer-align
* source language(s): eng
* target language(s): gle
* model: transformer-align
* pre-processing: normalization + Se... | {"language": ["en", "ga"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-en-ga | null | [
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] | null | 2022-03-02T23:29:04+00:00 | [] | [
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] | TAGS
#transformers #pytorch #tf #marian #text2text-generation #translation #en #ga #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### eng-gle
* source group: English
* target group: Irish
* OPUS readme: eng-gle
* model: transformer-align
* source language(s): eng
* target language(s): gle
* model: transformer-align
* pre-processing: normalization + SentencePiece (spm32k,spm32k)
* download original weights: URL
* test set translations: URL
* tes... | [
"### eng-gle\n\n\n* source group: English\n* target group: Irish\n* OPUS readme: eng-gle\n* model: transformer-align\n* source language(s): eng\n* target language(s): gle\n* model: transformer-align\n* pre-processing: normalization + SentencePiece (spm32k,spm32k)\n* download original weights: URL\n* test set transl... | [
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translation | transformers |
### opus-mt-en-gaa
* source languages: en
* target languages: gaa
* OPUS readme: [en-gaa](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-gaa/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-en-gaa | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #en #gaa #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-gaa
* source languages: en
* target languages: gaa
* OPUS readme: en-gaa
* 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: 39.9, ch... | [
"### opus-mt-en-gaa\n\n\n* source languages: en\n* target languages: gaa\n* OPUS readme: en-gaa\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 |
### eng-gem
* source group: English
* target group: Germanic languages
* OPUS readme: [eng-gem](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-gem/README.md)
* model: transformer
* source language(s): eng
* target language(s): afr ang_Latn dan deu enm_Latn fao frr fry gos got_Goth gsw i... | {"language": ["en", "da", "sv", "af", "nn", "fy", "fo", "de", "nb", "nl", "is", "lb", "yi", "gem"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-en-gem | null | [
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| ### eng-gem
* source group: English
* target group: Germanic languages
* OPUS readme: eng-gem
* model: transformer
* source language(s): eng
* target language(s): afr ang\_Latn dan deu enm\_Latn fao frr fry gos got\_Goth gsw isl ksh ltz nds nld nno nob nob\_Hebr non\_Latn pdc sco stq swe swg yid
* model: transformer
... | [
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translation | transformers |
### opus-mt-en-gil
* source languages: en
* target languages: gil
* OPUS readme: [en-gil](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-gil/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-en-gil | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #en #gil #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-gil
* source languages: en
* target languages: gil
* OPUS readme: en-gil
* 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: 38.8, ch... | [
"### opus-mt-en-gil\n\n\n* source languages: en\n* target languages: gil\n* OPUS readme: en-gil\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-en-gl
* source languages: en
* target languages: gl
* OPUS readme: [en-gl](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-gl/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-en-gl | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #en #gl #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-gl
* source languages: en
* target languages: gl
* OPUS readme: en-gl
* 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: 36.4, chr-F... | [
"### opus-mt-en-gl\n\n\n* source languages: en\n* target languages: gl\n* OPUS readme: en-gl\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 |
### eng-gmq
* source group: English
* target group: North Germanic languages
* OPUS readme: [eng-gmq](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-gmq/README.md)
* model: transformer
* source language(s): eng
* target language(s): dan fao isl nno nob nob_Hebr non_Latn swe
* model: tra... | {"language": ["en", "da", "nb", "sv", "is", "nn", "fo", "gmq"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-en-gmq | null | [
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| ### eng-gmq
* source group: English
* target group: North Germanic languages
* OPUS readme: eng-gmq
* model: transformer
* source language(s): eng
* target language(s): dan fao isl nno nob nob\_Hebr non\_Latn swe
* model: transformer
* pre-processing: normalization + SentencePiece (spm32k,spm32k)
* a sentence initial... | [
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translation | transformers |
### eng-gmw
* source group: English
* target group: West Germanic languages
* OPUS readme: [eng-gmw](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-gmw/README.md)
* model: transformer
* source language(s): eng
* target language(s): afr ang_Latn deu enm_Latn frr fry gos gsw ksh ltz nds n... | {"language": ["en", "nl", "lb", "af", "de", "fy", "yi", "gmw"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-en-gmw | null | [
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| ### eng-gmw
* source group: English
* target group: West Germanic languages
* OPUS readme: eng-gmw
* model: transformer
* source language(s): eng
* target language(s): afr ang\_Latn deu enm\_Latn frr fry gos gsw ksh ltz nds nld pdc sco stq swg yid
* model: transformer
* pre-processing: normalization + SentencePiece (... | [
"### eng-gmw\n\n\n* source group: English\n* target group: West Germanic languages\n* OPUS readme: eng-gmw\n* model: transformer\n* source language(s): eng\n* target language(s): afr ang\\_Latn deu enm\\_Latn frr fry gos gsw ksh ltz nds nld pdc sco stq swg yid\n* model: transformer\n* pre-processing: normalization ... | [
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translation | transformers |
### eng-grk
* source group: English
* target group: Greek languages
* OPUS readme: [eng-grk](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-grk/README.md)
* model: transformer
* source language(s): eng
* target language(s): ell grc_Grek
* model: transformer
* pre-processing: normalizati... | {"language": ["en", "el", "grk"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-en-grk | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #en #el #grk #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### eng-grk
* source group: English
* target group: Greek languages
* OPUS readme: eng-grk
* model: transformer
* source language(s): eng
* target language(s): ell grc\_Grek
* model: transformer
* pre-processing: normalization + SentencePiece (spm12k,spm12k)
* a sentence initial language token is required in the form... | [
"### eng-grk\n\n\n* source group: English\n* target group: Greek languages\n* OPUS readme: eng-grk\n* model: transformer\n* source language(s): eng\n* target language(s): ell grc\\_Grek\n* model: transformer\n* pre-processing: normalization + SentencePiece (spm12k,spm12k)\n* a sentence initial language token is req... | [
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translation | transformers |
### opus-mt-en-guw
* source languages: en
* target languages: guw
* OPUS readme: [en-guw](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-guw/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-en-guw | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #en #guw #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-guw
* source languages: en
* target languages: guw
* OPUS readme: en-guw
* 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: 45.7, ch... | [
"### opus-mt-en-guw\n\n\n* source languages: en\n* target languages: guw\n* OPUS readme: en-guw\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-en-gv
* source languages: en
* target languages: gv
* OPUS readme: [en-gv](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-gv/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-en-gv | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #en #gv #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-gv
* source languages: en
* target languages: gv
* OPUS readme: en-gv
* 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: 70.1, chr-F... | [
"### opus-mt-en-gv\n\n\n* source languages: en\n* target languages: gv\n* OPUS readme: en-gv\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-en-gv\n\n\n* source languages: en\n* target languages: gv\n* OPUS readme: en-gv\n* dataset: opus\n* model: transformer-align\... | [
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translation | transformers |
### opus-mt-en-ha
* source languages: en
* target languages: ha
* OPUS readme: [en-ha](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-ha/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-en-ha | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #en #ha #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-ha
* source languages: en
* target languages: ha
* OPUS readme: en-ha
* 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: 34.1, chr-F... | [
"### opus-mt-en-ha\n\n\n* source languages: en\n* target languages: ha\n* OPUS readme: en-ha\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-en-he
* source languages: en
* target languages: he
* OPUS readme: [en-he](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-he/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-en-he | null | [
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#transformers #pytorch #tf #rust #marian #text2text-generation #translation #en #he #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-he
* source languages: en
* target languages: he
* OPUS readme: en-he
* 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: 40.1, chr-F... | [
"### opus-mt-en-he\n\n\n* source languages: en\n* target languages: he\n* OPUS readme: en-he\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-en-he\n\n\n* source languages: en\n* target languages: he\n* OPUS readme: en-he\n* dataset: opus\n* model: transformer-... | [
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translation | transformers |
### eng-hin
* source group: English
* target group: Hindi
* OPUS readme: [eng-hin](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-hin/README.md)
* model: transformer-align
* source language(s): eng
* target language(s): hin
* model: transformer-align
* pre-processing: normalization + Se... | {"language": ["en", "hi"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-en-hi | null | [
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#transformers #pytorch #tf #rust #marian #text2text-generation #translation #en #hi #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### eng-hin
* source group: English
* target group: Hindi
* OPUS readme: eng-hin
* model: transformer-align
* source language(s): eng
* target language(s): hin
* model: transformer-align
* pre-processing: normalization + SentencePiece (spm32k,spm32k)
* download original weights: URL
* test set translations: URL
* tes... | [
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translation | transformers |
### opus-mt-en-hil
* source languages: en
* target languages: hil
* OPUS readme: [en-hil](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-hil/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-en-hil | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #en #hil #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-hil
* source languages: en
* target languages: hil
* OPUS readme: en-hil
* 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, ch... | [
"### opus-mt-en-hil\n\n\n* source languages: en\n* target languages: hil\n* OPUS readme: en-hil\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-en-ho
* source languages: en
* target languages: ho
* OPUS readme: [en-ho](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-ho/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-en-ho | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #en #ho #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-ho
* source languages: en
* target languages: ho
* OPUS readme: en-ho
* 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: 33.9, chr-F... | [
"### opus-mt-en-ho\n\n\n* source languages: en\n* target languages: ho\n* OPUS readme: en-ho\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-en-ho\n\n\n* source languages: en\n* target languages: ho\n* OPUS readme: en-ho\n* dataset: opus\n* model: transformer-align\... | [
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translation | transformers |
### opus-mt-en-ht
* source languages: en
* target languages: ht
* OPUS readme: [en-ht](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-ht/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-en-ht | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #en #ht #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-ht
* source languages: en
* target languages: ht
* OPUS readme: en-ht
* 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: 38.3, chr-F... | [
"### opus-mt-en-ht\n\n\n* source languages: en\n* target languages: ht\n* OPUS readme: en-ht\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-en-hu
* source languages: en
* target languages: hu
* OPUS readme: [en-hu](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-hu/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-en-hu | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #en #hu #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-hu
* source languages: en
* target languages: hu
* OPUS readme: en-hu
* 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: 40.1, chr-F... | [
"### opus-mt-en-hu\n\n\n* source languages: en\n* target languages: hu\n* OPUS readme: en-hu\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 |
### eng-hye
* source group: English
* target group: Armenian
* OPUS readme: [eng-hye](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-hye/README.md)
* model: transformer-align
* source language(s): eng
* target language(s): hye
* model: transformer-align
* pre-processing: normalization +... | {"language": ["en", "hy"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-en-hy | null | [
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] | TAGS
#transformers #pytorch #tf #marian #text2text-generation #translation #en #hy #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### eng-hye
* source group: English
* target group: Armenian
* OPUS readme: eng-hye
* model: transformer-align
* source language(s): eng
* target language(s): hye
* model: transformer-align
* pre-processing: normalization + SentencePiece (spm4k,spm4k)
* download original weights: URL
* test set translations: URL
* te... | [
"### eng-hye\n\n\n* source group: English\n* target group: Armenian\n* OPUS readme: eng-hye\n* model: transformer-align\n* source language(s): eng\n* target language(s): hye\n* model: transformer-align\n* pre-processing: normalization + SentencePiece (spm4k,spm4k)\n* download original weights: URL\n* test set trans... | [
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translation | transformers |
### opus-mt-en-id
* source languages: en
* target languages: id
* OPUS readme: [en-id](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-id/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-en-id | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #en #id #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-id
* source languages: en
* target languages: id
* OPUS readme: en-id
* 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: 38.3, chr-F... | [
"### opus-mt-en-id\n\n\n* source languages: en\n* target languages: id\n* OPUS readme: en-id\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-en-ig
* source languages: en
* target languages: ig
* OPUS readme: [en-ig](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-ig/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-en-ig | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #en #ig #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-ig
* source languages: en
* target languages: ig
* OPUS readme: en-ig
* 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: 39.5, chr-F... | [
"### opus-mt-en-ig\n\n\n* source languages: en\n* target languages: ig\n* OPUS readme: en-ig\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 |
### eng-iir
* source group: English
* target group: Indo-Iranian languages
* OPUS readme: [eng-iir](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-iir/README.md)
* model: transformer
* source language(s): eng
* target language(s): asm awa ben bho gom guj hif_Latn hin jdt_Cyrl kur_Arab k... | {"language": ["en", "bn", "or", "gu", "mr", "ur", "hi", "ps", "os", "as", "si", "iir"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-en-iir | null | [
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| ### eng-iir
* source group: English
* target group: Indo-Iranian languages
* OPUS readme: eng-iir
* model: transformer
* source language(s): eng
* target language(s): asm awa ben bho gom guj hif\_Latn hin jdt\_Cyrl kur\_Arab kur\_Latn mai mar npi ori oss pan\_Guru pes pes\_Latn pes\_Thaa pnb pus rom san\_Deva sin snd... | [
"### eng-iir\n\n\n* source group: English\n* target group: Indo-Iranian languages\n* OPUS readme: eng-iir\n* model: transformer\n* source language(s): eng\n* target language(s): asm awa ben bho gom guj hif\\_Latn hin jdt\\_Cyrl kur\\_Arab kur\\_Latn mai mar npi ori oss pan\\_Guru pes pes\\_Latn pes\\_Thaa pnb pus r... | [
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translation | transformers |
### opus-mt-en-ilo
* source languages: en
* target languages: ilo
* OPUS readme: [en-ilo](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-ilo/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-en-ilo | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #en #ilo #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-ilo
* source languages: en
* target languages: ilo
* OPUS readme: en-ilo
* 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: 33.2, ch... | [
"### opus-mt-en-ilo\n\n\n* source languages: en\n* target languages: ilo\n* OPUS readme: en-ilo\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-en-ilo\n\n\n* source languages: en\n* target languages: ilo\n* OPUS readme: en-ilo\n* dataset: opus\n* model: transformer-al... | [
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translation | transformers |
### eng-inc
* source group: English
* target group: Indic languages
* OPUS readme: [eng-inc](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-inc/README.md)
* model: transformer
* source language(s): eng
* target language(s): asm awa ben bho gom guj hif_Latn hin mai mar npi ori pan_Guru p... | {"language": ["en", "bn", "or", "gu", "mr", "ur", "hi", "as", "si", "inc"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-en-inc | null | [
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| ### eng-inc
* source group: English
* target group: Indic languages
* OPUS readme: eng-inc
* model: transformer
* source language(s): eng
* target language(s): asm awa ben bho gom guj hif\_Latn hin mai mar npi ori pan\_Guru pnb rom san\_Deva sin snd\_Arab urd
* model: transformer
* pre-processing: normalization + Sen... | [
"### eng-inc\n\n\n* source group: English\n* target group: Indic languages\n* OPUS readme: eng-inc\n* model: transformer\n* source language(s): eng\n* target language(s): asm awa ben bho gom guj hif\\_Latn hin mai mar npi ori pan\\_Guru pnb rom san\\_Deva sin snd\\_Arab urd\n* model: transformer\n* pre-processing: ... | [
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translation | transformers |
### eng-ine
* source group: English
* target group: Indo-European languages
* OPUS readme: [eng-ine](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-ine/README.md)
* model: transformer
* source language(s): eng
* target language(s): afr aln ang_Latn arg asm ast awa bel bel_Latn ben bho b... | {"language": ["en", "ca", "es", "os", "ro", "fy", "cy", "sc", "is", "yi", "lb", "an", "sq", "fr", "ht", "rm", "ps", "af", "uk", "sl", "lt", "bg", "be", "gd", "si", "br", "mk", "or", "mr", "ru", "fo", "co", "oc", "pl", "gl", "nb", "bn", "id", "hy", "da", "gv", "nl", "pt", "hi", "as", "kw", "ga", "sv", "gu", "wa", "lv", ... | Helsinki-NLP/opus-mt-en-ine | null | [
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... | null | 2022-03-02T23:29:04+00:00 | [] | [
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* source group: English
* target group: Indo-European languages
* OPUS readme: eng-ine
* model: transformer
* source language(s): eng
* target language(s): afr aln ang\_Latn arg asm ast awa bel bel\_Latn ben bho bos\_Latn bre bul bul\_Latn cat ces cor cos csb\_Latn cym dan deu dsb egl ell enm\_Latn ext fa... | [
"### eng-ine\n\n\n* source group: English\n* target group: Indo-European languages\n* OPUS readme: eng-ine\n* model: transformer\n* source language(s): eng\n* target language(s): afr aln ang\\_Latn arg asm ast awa bel bel\\_Latn ben bho bos\\_Latn bre bul bul\\_Latn cat ces cor cos csb\\_Latn cym dan deu dsb egl el... | [
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translation | transformers |
### opus-mt-en-is
* source languages: en
* target languages: is
* OPUS readme: [en-is](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-is/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-en-is | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #en #is #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-is
* source languages: en
* target languages: is
* OPUS readme: en-is
* 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: 25.3, chr-F... | [
"### opus-mt-en-is\n\n\n* source languages: en\n* target languages: is\n* OPUS readme: en-is\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-en-is\n\n\n* source languages: en\n* target languages: is\n* OPUS readme: en-is\n* dataset: opus\n* model: transformer-align\... | [
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translation | transformers |
### opus-mt-en-iso
* source languages: en
* target languages: iso
* OPUS readme: [en-iso](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-iso/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-en-iso | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #en #iso #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-iso
* source languages: en
* target languages: iso
* OPUS readme: en-iso
* 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: 35.7, ch... | [
"### opus-mt-en-iso\n\n\n* source languages: en\n* target languages: iso\n* OPUS readme: en-iso\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 #en #iso #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n",
"### opus-mt-en-iso\n\n\n* source languages: en\n* target languages: iso\n* OPUS readme: en-iso\n* dataset: opus\n* model: transformer-al... | [
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translation | transformers |
### opus-mt-en-it
* source languages: en
* target languages: it
* OPUS readme: [en-it](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-it/README.md)
* dataset: opus
* model: transformer
* pre-processing: normalization + SentencePiece
* download original weights: [opus-2019-12-04.zip](https://ob... | {"license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-en-it | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #en #it #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-it
* source languages: en
* target languages: it
* OPUS readme: en-it
* dataset: opus
* model: transformer
* pre-processing: normalization + SentencePiece
* download original weights: URL
* test set translations: URL
* test set scores: URL
Benchmarks
----------
testset: URL, BLEU: 30.9, chr-F: 0.60... | [
"### opus-mt-en-it\n\n\n* source languages: en\n* target languages: it\n* OPUS readme: en-it\n* dataset: opus\n* model: transformer\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: URL, ... | [
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translation | transformers |
### eng-itc
* source group: English
* target group: Italic languages
* OPUS readme: [eng-itc](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-itc/README.md)
* model: transformer
* source language(s): eng
* target language(s): arg ast cat cos egl ext fra frm_Latn gcf_Latn glg hat ind ita ... | {"language": ["en", "it", "ca", "rm", "es", "ro", "gl", "sc", "co", "wa", "pt", "oc", "an", "id", "fr", "ht", "itc"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-en-itc | null | [
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| ### eng-itc
* source group: English
* target group: Italic languages
* OPUS readme: eng-itc
* model: transformer
* source language(s): eng
* target language(s): arg ast cat cos egl ext fra frm\_Latn gcf\_Latn glg hat ind ita lad lad\_Latn lat\_Latn lij lld\_Latn lmo max\_Latn mfe min mwl oci pap pms por roh ron scn s... | [
"### eng-itc\n\n\n* source group: English\n* target group: Italic languages\n* OPUS readme: eng-itc\n* model: transformer\n* source language(s): eng\n* target language(s): arg ast cat cos egl ext fra frm\\_Latn gcf\\_Latn glg hat ind ita lad lad\\_Latn lat\\_Latn lij lld\\_Latn lmo max\\_Latn mfe min mwl oci pap pm... | [
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"### eng-itc\n\n\n* source group: English\n* target group: Italic languages\n... | [
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translation | transformers |
### opus-mt-en-jap
* source languages: en
* target languages: jap
* OPUS readme: [en-jap](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-jap/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-en-jap | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #en #jap #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-jap
* source languages: en
* target languages: jap
* OPUS readme: en-jap
* 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: 42.1, ch... | [
"### opus-mt-en-jap\n\n\n* source languages: en\n* target languages: jap\n* OPUS readme: en-jap\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-en-kg
* source languages: en
* target languages: kg
* OPUS readme: [en-kg](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-kg/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-en-kg | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #en #kg #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-kg
* source languages: en
* target languages: kg
* OPUS readme: en-kg
* 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: 39.6, chr-F... | [
"### opus-mt-en-kg\n\n\n* source languages: en\n* target languages: kg\n* OPUS readme: en-kg\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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translation | transformers |
### opus-mt-en-kj
* source languages: en
* target languages: kj
* OPUS readme: [en-kj](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-kj/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-en-kj | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #en #kj #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-kj
* source languages: en
* target languages: kj
* OPUS readme: en-kj
* 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: 29.6, chr-F... | [
"### opus-mt-en-kj\n\n\n* source languages: en\n* target languages: kj\n* OPUS readme: en-kj\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 #en #kj #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n",
"### opus-mt-en-kj\n\n\n* source languages: en\n* target languages: kj\n* OPUS readme: en-kj\n* dataset: opus\n* model: transformer-align\... | [
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translation | transformers |
### opus-mt-en-kqn
* source languages: en
* target languages: kqn
* OPUS readme: [en-kqn](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-kqn/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-en-kqn | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #en #kqn #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-kqn
* source languages: en
* target languages: kqn
* OPUS readme: en-kqn
* 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: 33.1, ch... | [
"### opus-mt-en-kqn\n\n\n* source languages: en\n* target languages: kqn\n* OPUS readme: en-kqn\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-en-kqn\n\n\n* source languages: en\n* target languages: kqn\n* OPUS readme: en-kqn\n* dataset: opus\n* model: transformer-al... | [
53,
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translation | transformers |
### opus-mt-en-kwn
* source languages: en
* target languages: kwn
* OPUS readme: [en-kwn](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-kwn/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-en-kwn | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #en #kwn #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-kwn
* source languages: en
* target languages: kwn
* OPUS readme: en-kwn
* 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: 27.6, ch... | [
"### opus-mt-en-kwn\n\n\n* source languages: en\n* target languages: kwn\n* OPUS readme: en-kwn\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 #en #kwn #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n",
"### opus-mt-en-kwn\n\n\n* source languages: en\n* target languages: kwn\n* OPUS readme: en-kwn\n* dataset: opus\n* model: transformer-al... | [
52,
109
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translation | transformers |
### opus-mt-en-kwy
* source languages: en
* target languages: kwy
* OPUS readme: [en-kwy](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-kwy/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-en-kwy | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #en #kwy #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-kwy
* source languages: en
* target languages: kwy
* OPUS readme: en-kwy
* 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: 33.6, ch... | [
"### opus-mt-en-kwy\n\n\n* source languages: en\n* target languages: kwy\n* OPUS readme: en-kwy\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 #en #kwy #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n",
"### opus-mt-en-kwy\n\n\n* source languages: en\n* target languages: kwy\n* OPUS readme: en-kwy\n* dataset: opus\n* model: transformer-al... | [
52,
109
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"TAGS\n#transformers #pytorch #tf #marian #text2text-generation #translation #en #kwy #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n### opus-mt-en-kwy\n\n\n* source languages: en\n* target languages: kwy\n* OPUS readme: en-kwy\n* dataset: opus\n* model: transformer-align\n*... |
translation | transformers |
### opus-mt-en-lg
* source languages: en
* target languages: lg
* OPUS readme: [en-lg](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-lg/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-en-lg | null | [
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] | null | 2022-03-02T23:29:04+00:00 | [] | [] | TAGS
#transformers #pytorch #tf #marian #text2text-generation #translation #en #lg #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-lg
* source languages: en
* target languages: lg
* OPUS readme: en-lg
* 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: 30.4, chr-F... | [
"### opus-mt-en-lg\n\n\n* source languages: en\n* target languages: lg\n* OPUS readme: en-lg\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 #en #lg #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n",
"### opus-mt-en-lg\n\n\n* source languages: en\n* target languages: lg\n* OPUS readme: en-lg\n* dataset: opus\n* model: transformer-align\... | [
52,
132
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"TAGS\n#transformers #pytorch #tf #marian #text2text-generation #translation #en #lg #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n### opus-mt-en-lg\n\n\n* source languages: en\n* target languages: lg\n* OPUS readme: en-lg\n* dataset: opus\n* model: transformer-align\n* pre... |
translation | transformers |
### opus-mt-en-ln
* source languages: en
* target languages: ln
* OPUS readme: [en-ln](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-ln/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-en-ln | 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 #en #ln #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-ln
* source languages: en
* target languages: ln
* OPUS readme: en-ln
* 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: 36.7, chr-F... | [
"### opus-mt-en-ln\n\n\n* source languages: en\n* target languages: ln\n* OPUS readme: en-ln\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 #en #ln #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n",
"### opus-mt-en-ln\n\n\n* source languages: en\n* target languages: ln\n* OPUS readme: en-ln\n* dataset: opus\n* model: transformer-align\... | [
52,
109
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"TAGS\n#transformers #pytorch #tf #marian #text2text-generation #translation #en #ln #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n### opus-mt-en-ln\n\n\n* source languages: en\n* target languages: ln\n* OPUS readme: en-ln\n* dataset: opus\n* model: transformer-align\n* pre... |
translation | transformers |
### opus-mt-en-loz
* source languages: en
* target languages: loz
* OPUS readme: [en-loz](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-loz/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-en-loz | 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 #en #loz #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-loz
* source languages: en
* target languages: loz
* OPUS readme: en-loz
* 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: 40.1, ch... | [
"### opus-mt-en-loz\n\n\n* source languages: en\n* target languages: loz\n* OPUS readme: en-loz\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 #en #loz #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n",
"### opus-mt-en-loz\n\n\n* source languages: en\n* target languages: loz\n* OPUS readme: en-loz\n* dataset: opus\n* model: transformer-al... | [
52,
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"TAGS\n#transformers #pytorch #tf #marian #text2text-generation #translation #en #loz #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n### opus-mt-en-loz\n\n\n* source languages: en\n* target languages: loz\n* OPUS readme: en-loz\n* dataset: opus\n* model: transformer-align\n*... |
translation | transformers |
### opus-mt-en-lu
* source languages: en
* target languages: lu
* OPUS readme: [en-lu](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-lu/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-en-lu | 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 #en #lu #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-lu
* source languages: en
* target languages: lu
* OPUS readme: en-lu
* 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: 34.1, chr-F... | [
"### opus-mt-en-lu\n\n\n* source languages: en\n* target languages: lu\n* OPUS readme: en-lu\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 #en #lu #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n",
"### opus-mt-en-lu\n\n\n* source languages: en\n* target languages: lu\n* OPUS readme: en-lu\n* dataset: opus\n* model: transformer-align\... | [
51,
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translation | transformers |
### opus-mt-en-lua
* source languages: en
* target languages: lua
* OPUS readme: [en-lua](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-lua/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-en-lua | 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 #en #lua #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-lua
* source languages: en
* target languages: lua
* OPUS readme: en-lua
* 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, ch... | [
"### opus-mt-en-lua\n\n\n* source languages: en\n* target languages: lua\n* OPUS readme: en-lua\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 #en #lua #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n",
"### opus-mt-en-lua\n\n\n* source languages: en\n* target languages: lua\n* OPUS readme: en-lua\n* dataset: opus\n* model: transformer-al... | [
52,
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"TAGS\n#transformers #pytorch #tf #marian #text2text-generation #translation #en #lua #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n### opus-mt-en-lua\n\n\n* source languages: en\n* target languages: lua\n* OPUS readme: en-lua\n* dataset: opus\n* model: transformer-align\n*... |
translation | transformers |
### opus-mt-en-lue
* source languages: en
* target languages: lue
* OPUS readme: [en-lue](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-lue/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-en-lue | null | [
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"endpoints_compatible",
"has_space",
"region:us"
] | null | 2022-03-02T23:29:04+00:00 | [] | [] | TAGS
#transformers #pytorch #tf #marian #text2text-generation #translation #en #lue #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-lue
* source languages: en
* target languages: lue
* OPUS readme: en-lue
* 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: 30.1, ch... | [
"### opus-mt-en-lue\n\n\n* source languages: en\n* target languages: lue\n* OPUS readme: en-lue\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 #en #lue #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n",
"### opus-mt-en-lue\n\n\n* source languages: en\n* target languages: lue\n* OPUS readme: en-lue\n* dataset: opus\n* model: transformer-al... | [
52,
109
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"TAGS\n#transformers #pytorch #tf #marian #text2text-generation #translation #en #lue #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n### opus-mt-en-lue\n\n\n* source languages: en\n* target languages: lue\n* OPUS readme: en-lue\n* dataset: opus\n* model: transformer-align\n*... |
translation | transformers |
### opus-mt-en-lun
* source languages: en
* target languages: lun
* OPUS readme: [en-lun](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-lun/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-en-lun | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #en #lun #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-lun
* source languages: en
* target languages: lun
* OPUS readme: en-lun
* 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: 28.9, ch... | [
"### opus-mt-en-lun\n\n\n* source languages: en\n* target languages: lun\n* OPUS readme: en-lun\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 #en #lun #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n",
"### opus-mt-en-lun\n\n\n* source languages: en\n* target languages: lun\n* OPUS readme: en-lun\n* dataset: opus\n* model: transformer-al... | [
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translation | transformers |
### opus-mt-en-luo
* source languages: en
* target languages: luo
* OPUS readme: [en-luo](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-luo/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-en-luo | null | [
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#transformers #pytorch #tf #marian #text2text-generation #translation #en #luo #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-luo
* source languages: en
* target languages: luo
* OPUS readme: en-luo
* 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: 27.6, ch... | [
"### opus-mt-en-luo\n\n\n* source languages: en\n* target languages: luo\n* OPUS readme: en-luo\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 #en #luo #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n",
"### opus-mt-en-luo\n\n\n* source languages: en\n* target languages: luo\n* OPUS readme: en-luo\n* dataset: opus\n* model: transformer-al... | [
52,
108
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"TAGS\n#transformers #pytorch #tf #marian #text2text-generation #translation #en #luo #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n### opus-mt-en-luo\n\n\n* source languages: en\n* target languages: luo\n* OPUS readme: en-luo\n* dataset: opus\n* model: transformer-align\n*... |
translation | transformers |
### opus-mt-en-lus
* source languages: en
* target languages: lus
* OPUS readme: [en-lus](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-lus/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-en-lus | null | [
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] | null | 2022-03-02T23:29:04+00:00 | [] | [] | TAGS
#transformers #pytorch #tf #marian #text2text-generation #translation #en #lus #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-lus
* source languages: en
* target languages: lus
* OPUS readme: en-lus
* 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: 36.8, ch... | [
"### opus-mt-en-lus\n\n\n* source languages: en\n* target languages: lus\n* OPUS readme: en-lus\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 #en #lus #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n",
"### opus-mt-en-lus\n\n\n* source languages: en\n* target languages: lus\n* OPUS readme: en-lus\n* dataset: opus\n* model: transformer-al... | [
52,
109
] | [
"TAGS\n#transformers #pytorch #tf #marian #text2text-generation #translation #en #lus #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n### opus-mt-en-lus\n\n\n* source languages: en\n* target languages: lus\n* OPUS readme: en-lus\n* dataset: opus\n* model: transformer-align\n*... |
translation | transformers |
### eng-map
* source group: English
* target group: Austronesian languages
* OPUS readme: [eng-map](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-map/README.md)
* model: transformer
* source language(s): eng
* target language(s): akl_Latn ceb cha dtp fij gil haw hil iba ilo ind jav jav... | {"language": ["en", "map"], "license": "apache-2.0", "tags": ["translation"]} | Helsinki-NLP/opus-mt-en-map | null | [
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"endpoints_compatible",
"has_space",
"region:us"
] | null | 2022-03-02T23:29:04+00:00 | [] | [
"en",
"map"
] | TAGS
#transformers #pytorch #tf #marian #text2text-generation #translation #en #map #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### eng-map
* source group: English
* target group: Austronesian languages
* OPUS readme: eng-map
* model: transformer
* source language(s): eng
* target language(s): akl\_Latn ceb cha dtp fij gil haw hil iba ilo ind jav jav\_Java lkt mad mah max\_Latn min mlg mri nau niu pag pau rap smo sun tah tet tmw\_Latn ton tvl... | [
"### eng-map\n\n\n* source group: English\n* target group: Austronesian languages\n* OPUS readme: eng-map\n* model: transformer\n* source language(s): eng\n* target language(s): akl\\_Latn ceb cha dtp fij gil haw hil iba ilo ind jav jav\\_Java lkt mad mah max\\_Latn min mlg mri nau niu pag pau rap smo sun tah tet t... | [
"TAGS\n#transformers #pytorch #tf #marian #text2text-generation #translation #en #map #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n",
"### eng-map\n\n\n* source group: English\n* target group: Austronesian languages\n* OPUS readme: eng-map\n* model: transformer\n* source... | [
51,
894,
399
] | [
"TAGS\n#transformers #pytorch #tf #marian #text2text-generation #translation #en #map #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n### eng-map\n\n\n* source group: English\n* target group: Austronesian languages\n* OPUS readme: eng-map\n* model: transformer\n* source langu... |
translation | transformers |
### opus-mt-en-mfe
* source languages: en
* target languages: mfe
* OPUS readme: [en-mfe](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-mfe/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-en-mfe | null | [
"transformers",
"pytorch",
"tf",
"marian",
"text2text-generation",
"translation",
"en",
"mfe",
"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 #en #mfe #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-mfe
* source languages: en
* target languages: mfe
* OPUS readme: en-mfe
* 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: 32.1, ch... | [
"### opus-mt-en-mfe\n\n\n* source languages: en\n* target languages: mfe\n* OPUS readme: en-mfe\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 #en #mfe #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n",
"### opus-mt-en-mfe\n\n\n* source languages: en\n* target languages: mfe\n* OPUS readme: en-mfe\n* dataset: opus\n* model: transformer-al... | [
52,
109
] | [
"TAGS\n#transformers #pytorch #tf #marian #text2text-generation #translation #en #mfe #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n### opus-mt-en-mfe\n\n\n* source languages: en\n* target languages: mfe\n* OPUS readme: en-mfe\n* dataset: opus\n* model: transformer-align\n*... |
translation | transformers |
### opus-mt-en-mg
* source languages: en
* target languages: mg
* OPUS readme: [en-mg](https://github.com/Helsinki-NLP/OPUS-MT-train/blob/master/models/en-mg/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-en-mg | null | [
"transformers",
"pytorch",
"tf",
"marian",
"text2text-generation",
"translation",
"en",
"mg",
"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 #en #mg #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
| ### opus-mt-en-mg
* source languages: en
* target languages: mg
* OPUS readme: en-mg
* 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: 22.3, chr-F... | [
"### opus-mt-en-mg\n\n\n* source languages: en\n* target languages: mg\n* OPUS readme: en-mg\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 #en #mg #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n",
"### opus-mt-en-mg\n\n\n* source languages: en\n* target languages: mg\n* OPUS readme: en-mg\n* dataset: opus\n* model: transformer-align\... | [
51,
129
] | [
"TAGS\n#transformers #pytorch #tf #marian #text2text-generation #translation #en #mg #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n### opus-mt-en-mg\n\n\n* source languages: en\n* target languages: mg\n* OPUS readme: en-mg\n* dataset: opus\n* model: transformer-align\n* pre... |
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