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README.md
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---
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language: zh
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tags:
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- translation
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license: apache-2.0
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---
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### zho-msa
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* source group: Chinese
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* target group: Malay (macrolanguage)
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* OPUS readme: [zho-msa](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/zho-msa/README.md)
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* model: transformer-align
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* source language(s): cmn_Bopo cmn_Hani cmn_Latn hak_Hani yue_Bopo yue_Hani
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* target language(s): ind zsm_Latn
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* model: transformer-align
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* pre-processing: normalization + SentencePiece (spm32k,spm32k)
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* a sentence initial language token is required in the form of `>>id<<` (id = valid target language ID)
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* download original weights: [opus-2020-06-17.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/zho-msa/opus-2020-06-17.zip)
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* test set translations: [opus-2020-06-17.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/zho-msa/opus-2020-06-17.test.txt)
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* test set scores: [opus-2020-06-17.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/zho-msa/opus-2020-06-17.eval.txt)
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## Benchmarks
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| testset | BLEU | chr-F |
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|-----------------------|-------|-------|
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| Tatoeba-test.zho.msa | 13.9 | 0.390 |
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### System Info:
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- hf_name: zho-msa
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- source_languages: zho
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- target_languages: msa
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- opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/zho-msa/README.md
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- original_repo: Tatoeba-Challenge
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- tags: ['translation']
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- prepro: normalization + SentencePiece (spm32k,spm32k)
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- url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/zho-msa/opus-2020-06-17.zip
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- url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/zho-msa/opus-2020-06-17.test.txt
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- src_alpha3: zho
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- tgt_alpha3: msa
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- short_pair: zh-ms
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- chrF2_score: 0.39
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- bleu: 13.9
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- brevity_penalty: 0.9229999999999999
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- ref_len: 2762.0
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- src_name: Chinese
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- tgt_name: Malay (macrolanguage)
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- train_date: 2020-06-17
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- src_alpha2: zh
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- tgt_alpha2: ms
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- prefer_old: False
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- long_pair: zho-msa
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- helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535
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- transformers_git_sha: 46e9f53347bbe9e989f0335f98465f30886d8173
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- port_machine: brutasse
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- port_time: 2020-08-18-01:48
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