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README.md

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+---
+language: bnt
+tags:
+- translation
+
+license: apache-2.0
+---
+
+### bnt-eng
+
+* source group: Bantu languages 
+* target group: English 
+*  OPUS readme: [bnt-eng](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/bnt-eng/README.md)
+
+*  model: transformer
+* source language(s): kin lin lug nya run sna swh toi_Latn tso umb xho zul
+* target language(s): eng
+* model: transformer
+* pre-processing: normalization + SentencePiece (spm32k,spm32k)
+* download original weights: [opus2m-2020-07-31.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/bnt-eng/opus2m-2020-07-31.zip)
+* test set translations: [opus2m-2020-07-31.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/bnt-eng/opus2m-2020-07-31.test.txt)
+* test set scores: [opus2m-2020-07-31.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/bnt-eng/opus2m-2020-07-31.eval.txt)
+
+## Benchmarks
+
+| testset               | BLEU  | chr-F |
+|-----------------------|-------|-------|
+| Tatoeba-test.kin-eng.kin.eng 	| 31.7 	| 0.481 |
+| Tatoeba-test.lin-eng.lin.eng 	| 8.3 	| 0.271 |
+| Tatoeba-test.lug-eng.lug.eng 	| 5.3 	| 0.128 |
+| Tatoeba-test.multi.eng 	| 23.1 	| 0.394 |
+| Tatoeba-test.nya-eng.nya.eng 	| 38.3 	| 0.527 |
+| Tatoeba-test.run-eng.run.eng 	| 26.6 	| 0.431 |
+| Tatoeba-test.sna-eng.sna.eng 	| 27.5 	| 0.440 |
+| Tatoeba-test.swa-eng.swa.eng 	| 4.6 	| 0.195 |
+| Tatoeba-test.toi-eng.toi.eng 	| 16.2 	| 0.342 |
+| Tatoeba-test.tso-eng.tso.eng 	| 100.0 	| 1.000 |
+| Tatoeba-test.umb-eng.umb.eng 	| 8.4 	| 0.231 |
+| Tatoeba-test.xho-eng.xho.eng 	| 37.2 	| 0.554 |
+| Tatoeba-test.zul-eng.zul.eng 	| 40.9 	| 0.576 |
+
+
+### System Info: 
+- hf_name: bnt-eng
+
+- source_languages: bnt
+
+- target_languages: eng
+
+- opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/bnt-eng/README.md
+
+- original_repo: Tatoeba-Challenge
+
+- tags: ['translation']
+
+- prepro:  normalization + SentencePiece (spm32k,spm32k)
+
+- url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/bnt-eng/opus2m-2020-07-31.zip
+
+- url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/bnt-eng/opus2m-2020-07-31.test.txt
+
+- src_alpha3: bnt
+
+- tgt_alpha3: eng
+
+- short_pair: bnt-en
+
+- chrF2_score: 0.39399999999999996
+
+- bleu: 23.1
+
+- brevity_penalty: 1.0
+
+- ref_len: 14565.0
+
+- src_name: Bantu languages
+
+- tgt_name: English
+
+- train_date: 2020-07-31
+
+- src_alpha2: bnt
+
+- tgt_alpha2: en
+
+- prefer_old: False
+
+- long_pair: bnt-eng
+
+- helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535
+
+- transformers_git_sha: 46e9f53347bbe9e989f0335f98465f30886d8173
+
+- port_machine: brutasse
+
+- port_time: 2020-08-18-01:48