Helsinki-NLP_opus-mt-en-zh
Helsinki-NLP · View on Hugging Face ↗
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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
Magnet link
Opens the swarm directly in your torrent client — no file download needed. Copy-paste works too:
magnet:?xt=urn:btih:500c4229a4ceb0340eb765a562790f30fddd0101&dn=Helsinki-NLP_opus-mt-en-zhOpen magnet in torrent client · infohash 500c4229a4ceb0340eb765a562790f30fddd0101
Files & hashes
| Path | Size | sha1 | sha256 |
|---|---|---|---|
| README.md | 2.6 KB (2,670 B) | cc6fb518752007783a71d6c62af0c8d5f6523975 | 83eee2a6598751f746a057e10d5c9dfd71d6b0cf0146f9e6c1bb3ebd6e90959b |
| config.json | 1.4 KB (1,403 B) | e2c7882d05248a3e47cfa69f3dc6d5cfd99a3c07 | bcae8ed74fed77fb51c58462b62397fee6b1a1a34aece79183a0dd02ad329e71 |
| generation_config.json | 293 B (293 B) | f07859fcab98712b231d115475990a962eebc851 | 837839ed0534a27084f9b980fc33f47729052dd89cb26cca7ac830765ed30e49 |
| metadata.json | 1.4 KB (1,478 B) | b002d347538a28ef68c8f40020351a2ded80add0 | 5ee2309b77c5b05171d0d22e4113241febe7bccebbe2980801ebb27cf175ae06 |
| pytorch_model.bin | 297.6 MB (312,087,009 B) | a92c4f71420ca10a9788db044a2ed7276fa75d4d | 69a1d6ec829cee349360b3b677ac0aa99a7d88822d1a6578370029efffdca3f5 |
| rust_model.ot | 551.6 MB (578,358,061 B) | 20f7fbbdf274e247ad90e6cf02343a46a3895ffe | 9863d8dc7fd640182d93454f9a0d0f986aca5da7ffebaae1892fa43413578d15 |
| source.spm | 787.5 KB (806,435 B) | 3f695c68a3aeb685ded9a5db0865af02c986bebf | 5775ddc9e3ff2fae91554da56468ad35ff56edaba870fea74447bc7234bfdaa8 |
| target.spm | 785.7 KB (804,600 B) | e19744e15a0f53b209fa40dbdc9e7fc4e96771cd | 81dc94efa84e4025ef38d25d5d07429fe41e3eb29d44003f1db6fe98487b0052 |
| tokenizer_config.json | 44 B (44 B) | af90e7a4c0e5e8f828e146bdb499c22cef85740e | 5df181fba586b7cb37d429c13c4f96cb43fb11de7bb6489733d9eded32418179 |
| vocab.json | 1.5 MB (1,617,791 B) | 423d3deb0188828da557bb61494bf73e4b86d275 | f1832ca38f7aa158b9a944ff583e4901e6b37d9d4ad9241f03838e636e9cfb03 |
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 repository | Helsinki-NLP/opus-mt-en-zh |
|---|---|
| Revision (pinned) | 408d9bc410a388e1d9aef112a2daba955b945255 |
| Fetched at | 2026-09-02T03:09:46Z |
| License at fetch | apache-2.0 |
| Snapshot tool | huggingface · seedbank 0.1.0 |
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✓ 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)