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Helsinki-NLP_opus-mt-en-zh

Helsinki-NLP · View on Hugging Face ↗

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Observed 2026-09-02T13:56:39Z via announce.aitorrent.org:7070.

Model card

The complete upstream card, rendered from this payload's README.md — the same hash-verified bytes the torrent distributes. Images and off-site links are removed; the original card on Hugging Face carries them.


language:

  • en
  • zh tags:
  • translation license: apache-2.0

eng-zho

  • source group: English

  • target group: Chinese

  • OPUS readme: eng-zho

  • model: transformer

  • source language(s): eng

  • target language(s): cjy_Hans cjy_Hant cmn cmn_Hans cmn_Hant gan lzh lzh_Hans nan wuu yue yue_Hans yue_Hant

  • 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-2020-07-17.zip

  • test set translations: opus-2020-07-17.test.txt

  • test set scores: opus-2020-07-17.eval.txt

Benchmarks

testset BLEU chr-F
Tatoeba-test.eng.zho 31.4 0.268

System Info:

  • hf_name: eng-zho

  • source_languages: eng

  • target_languages: zho

  • opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-zho/README.md

  • original_repo: Tatoeba-Challenge

  • tags: ['translation']

  • languages: ['en', 'zh']

  • src_constituents: {'eng'}

  • tgt_constituents: {'cmn_Hans', 'nan', 'nan_Hani', 'gan', 'yue', 'cmn_Kana', 'yue_Hani', 'wuu_Bopo', 'cmn_Latn', 'yue_Hira', 'cmn_Hani', 'cjy_Hans', 'cmn', 'lzh_Hang', 'lzh_Hira', 'cmn_Hant', 'lzh_Bopo', 'zho', 'zho_Hans', 'zho_Hant', 'lzh_Hani', 'yue_Hang', 'wuu', 'yue_Kana', 'wuu_Latn', 'yue_Bopo', 'cjy_Hant', 'yue_Hans', 'lzh', 'cmn_Hira', 'lzh_Yiii', 'lzh_Hans', 'cmn_Bopo', 'cmn_Hang', 'hak_Hani', 'cmn_Yiii', 'yue_Hant', 'lzh_Kana', 'wuu_Hani'}

  • src_multilingual: False

  • tgt_multilingual: False

  • prepro: normalization + SentencePiece (spm32k,spm32k)

  • url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-zho/opus-2020-07-17.zip

  • url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-zho/opus-2020-07-17.test.txt

  • src_alpha3: eng

  • tgt_alpha3: zho

  • short_pair: en-zh

  • chrF2_score: 0.268

  • bleu: 31.4

  • brevity_penalty: 0.8959999999999999

  • ref_len: 110468.0

  • src_name: English

  • tgt_name: Chinese

  • train_date: 2020-07-17

  • src_alpha2: en

  • tgt_alpha2: zh

  • prefer_old: False

  • long_pair: eng-zho

  • helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535

  • transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b

  • port_machine: brutasse

  • port_time: 2020-08-21-14:41

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Files & hashes

PathSizesha1sha256
README.md2.6 KB (2,670 B)cc6fb518752007783a71d6c62af0c8d5f652397583eee2a6598751f746a057e10d5c9dfd71d6b0cf0146f9e6c1bb3ebd6e90959b
config.json1.4 KB (1,403 B)e2c7882d05248a3e47cfa69f3dc6d5cfd99a3c07bcae8ed74fed77fb51c58462b62397fee6b1a1a34aece79183a0dd02ad329e71
generation_config.json293 B (293 B)f07859fcab98712b231d115475990a962eebc851837839ed0534a27084f9b980fc33f47729052dd89cb26cca7ac830765ed30e49
metadata.json1.4 KB (1,478 B)b002d347538a28ef68c8f40020351a2ded80add05ee2309b77c5b05171d0d22e4113241febe7bccebbe2980801ebb27cf175ae06
pytorch_model.bin297.6 MB (312,087,009 B)a92c4f71420ca10a9788db044a2ed7276fa75d4d69a1d6ec829cee349360b3b677ac0aa99a7d88822d1a6578370029efffdca3f5
rust_model.ot551.6 MB (578,358,061 B)20f7fbbdf274e247ad90e6cf02343a46a3895ffe9863d8dc7fd640182d93454f9a0d0f986aca5da7ffebaae1892fa43413578d15
source.spm787.5 KB (806,435 B)3f695c68a3aeb685ded9a5db0865af02c986bebf5775ddc9e3ff2fae91554da56468ad35ff56edaba870fea74447bc7234bfdaa8
target.spm785.7 KB (804,600 B)e19744e15a0f53b209fa40dbdc9e7fc4e96771cd81dc94efa84e4025ef38d25d5d07429fe41e3eb29d44003f1db6fe98487b0052
tokenizer_config.json44 B (44 B)af90e7a4c0e5e8f828e146bdb499c22cef85740e5df181fba586b7cb37d429c13c4f96cb43fb11de7bb6489733d9eded32418179
vocab.json1.5 MB (1,617,791 B)423d3deb0188828da557bb61494bf73e4b86d275f1832ca38f7aa158b9a944ff583e4901e6b37d9d4ad9241f03838e636e9cfb03

Cite this release

Canonical URL
https://aiseedbank.org/models/Helsinki-NLP_opus-mt-en-zh/
Slug
Helsinki-NLP_opus-mt-en-zh
Infohash
500c4229a4ceb0340eb765a562790f30fddd0101
License
apache-2.0
Signing key fingerprint
85a3b32c3712427b

Every file carries a locally computed sha256 — verify a download against the signed sums: Helsinki-NLP_opus-mt-en-zh.SHA256SUMS (+ minisign signature).

Provenance

Upstream repositoryHelsinki-NLP/opus-mt-en-zh
Revision (pinned)408d9bc410a388e1d9aef112a2daba955b945255
Fetched at2026-09-02T03:09:46Z
License at fetchapache-2.0
Snapshot toolhuggingface · seedbank 0.1.0

Trackers

✓ verified · rehash-vs-hf-metadata at 2026-09-02T03:09:55Z

apache-2.0852.3 MB (893,679,784 bytes)transformerspytorchjaxrustmariantext2text-generationtranslationendpoints_compatible3 languages (tf, en, zh)