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README.md

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+---
+language: en
+tags:
+- translation
+
+license: apache-2.0
+---
+
+### eng-poz
+
+* source group: English 
+* target group: Malayo-Polynesian languages 
+*  OPUS readme: [eng-poz](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-poz/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_Java lkt mad mah max_Latn min mlg mri nau niu pag pau rap smo sun tah tet tmw_Latn ton tvl war zlm_Latn zsm_Latn
+* model: transformer
+* pre-processing: normalization + SentencePiece (spm32k,spm32k)
+* a sentence initial language token is required in the form of `>>id<<` (id = valid target language ID)
+* download original weights: [opus-2020-07-27.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-poz/opus-2020-07-27.zip)
+* test set translations: [opus-2020-07-27.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-poz/opus-2020-07-27.test.txt)
+* test set scores: [opus-2020-07-27.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-poz/opus-2020-07-27.eval.txt)
+
+## Benchmarks
+
+| testset               | BLEU  | chr-F |
+|-----------------------|-------|-------|
+| Tatoeba-test.eng-akl.eng.akl 	| 1.3 	| 0.086 |
+| Tatoeba-test.eng-ceb.eng.ceb 	| 10.2 	| 0.426 |
+| Tatoeba-test.eng-cha.eng.cha 	| 1.9 	| 0.196 |
+| Tatoeba-test.eng-dtp.eng.dtp 	| 0.4 	| 0.121 |
+| Tatoeba-test.eng-fij.eng.fij 	| 31.0 	| 0.463 |
+| Tatoeba-test.eng-gil.eng.gil 	| 45.4 	| 0.635 |
+| Tatoeba-test.eng-haw.eng.haw 	| 0.6 	| 0.104 |
+| Tatoeba-test.eng-hil.eng.hil 	| 14.4 	| 0.498 |
+| Tatoeba-test.eng-iba.eng.iba 	| 17.4 	| 0.414 |
+| Tatoeba-test.eng-ilo.eng.ilo 	| 33.1 	| 0.585 |
+| Tatoeba-test.eng-jav.eng.jav 	| 6.5 	| 0.309 |
+| Tatoeba-test.eng-lkt.eng.lkt 	| 0.5 	| 0.065 |
+| Tatoeba-test.eng-mad.eng.mad 	| 1.7 	| 0.156 |
+| Tatoeba-test.eng-mah.eng.mah 	| 12.7 	| 0.391 |
+| Tatoeba-test.eng-mlg.eng.mlg 	| 30.3 	| 0.504 |
+| Tatoeba-test.eng-mri.eng.mri 	| 8.2 	| 0.316 |
+| Tatoeba-test.eng-msa.eng.msa 	| 30.4 	| 0.561 |
+| Tatoeba-test.eng.multi 	| 16.2 	| 0.410 |
+| Tatoeba-test.eng-nau.eng.nau 	| 0.6 	| 0.087 |
+| Tatoeba-test.eng-niu.eng.niu 	| 33.2 	| 0.482 |
+| Tatoeba-test.eng-pag.eng.pag 	| 19.4 	| 0.555 |
+| Tatoeba-test.eng-pau.eng.pau 	| 1.0 	| 0.124 |
+| Tatoeba-test.eng-rap.eng.rap 	| 1.4 	| 0.090 |
+| Tatoeba-test.eng-smo.eng.smo 	| 12.9 	| 0.407 |
+| Tatoeba-test.eng-sun.eng.sun 	| 15.5 	| 0.364 |
+| Tatoeba-test.eng-tah.eng.tah 	| 9.5 	| 0.295 |
+| Tatoeba-test.eng-tet.eng.tet 	| 1.2 	| 0.146 |
+| Tatoeba-test.eng-ton.eng.ton 	| 23.7 	| 0.484 |
+| Tatoeba-test.eng-tvl.eng.tvl 	| 32.5 	| 0.549 |
+| Tatoeba-test.eng-war.eng.war 	| 12.6 	| 0.432 |
+
+
+### System Info: 
+- hf_name: eng-poz
+
+- source_languages: eng
+
+- target_languages: poz
+
+- opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-poz/README.md
+
+- original_repo: Tatoeba-Challenge
+
+- tags: ['translation']
+
+- prepro:  normalization + SentencePiece (spm32k,spm32k)
+
+- url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-poz/opus-2020-07-27.zip
+
+- url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-poz/opus-2020-07-27.test.txt
+
+- src_alpha3: eng
+
+- tgt_alpha3: poz
+
+- short_pair: en-poz
+
+- chrF2_score: 0.41
+
+- bleu: 16.2
+
+- brevity_penalty: 1.0
+
+- ref_len: 66803.0
+
+- src_name: English
+
+- tgt_name: Malayo-Polynesian languages
+
+- train_date: 2020-07-27
+
+- src_alpha2: en
+
+- tgt_alpha2: poz
+
+- prefer_old: False
+
+- long_pair: eng-poz
+
+- helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535
+
+- transformers_git_sha: 46e9f53347bbe9e989f0335f98465f30886d8173
+
+- port_machine: brutasse
+
+- port_time: 2020-08-18-01:48