Helsinki-NLP_opus-mt-en-cs

Name: Helsinki-NLP/opus-mt-en-cs
License: apache-2.0

Helsinki-NLP · View on Hugging Face ↗

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

Model card

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tags:

translation license: apache-2.0

opus-mt-en-cs

source languages: en
target languages: cs
OPUS readme: en-cs
dataset: opus
model: transformer-align
pre-processing: normalization + SentencePiece
download original weights: opus-2019-12-18.zip
test set translations: opus-2019-12-18.test.txt
test set scores: opus-2019-12-18.eval.txt

Benchmarks

testset	BLEU	chr-F
newssyscomb2009.en.cs	22.8	0.507
news-test2008.en.cs	20.7	0.485
newstest2009.en.cs	21.8	0.500
newstest2010.en.cs	22.1	0.505
newstest2011.en.cs	23.2	0.507
newstest2012.en.cs	20.8	0.482
newstest2013.en.cs	24.7	0.514
newstest2015-encs.en.cs	24.9	0.527
newstest2016-encs.en.cs	26.7	0.540
newstest2017-encs.en.cs	22.7	0.503
newstest2018-encs.en.cs	22.9	0.504
newstest2019-encs.en.cs	24.9	0.518
Tatoeba.en.cs	46.1	0.647

Magnet link

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magnet:?xt=urn:btih:c37367c5777b390154734d79d4c9fadd490bd2e1&dn=Helsinki-NLP_opus-mt-en-cs

Open magnet in torrent client · infohash c37367c5777b390154734d79d4c9fadd490bd2e1

Files & hashes

Path	Size	sha1	sha256
README.md	1.3 KB (1,327 B)	fd42ef1d8a0ee988c94feb6d18065b54240ae9cc	cfb283030b82970d3d4b2ae45206af2073055067147458f87ec42086c1eefe18
config.json	1.3 KB (1,381 B)	465c9eeb9e83720b1ef6c1b4be081a4afeb51703	18d6ce2ed089abb39af5b95438e24bda8664b6ac17be644de806beda278792ab
generation_config.json	293 B (293 B)	1de73115ab21e1066b1352c2ec6c6b37b1fbd6d4	7be75dddf29bf40540eca5bfe4276328e4c24537f577cf55deb629de15a98b4a
pytorch_model.bin	292.8 MB (306,973,425 B)	13582f4350f24a6132e381fc81131b7a3f1bab51	1a753307dfc5e0f4e13d8c6b5ca95fa0352abcea7420c51c8aee70554e1bbe45
source.spm	770.2 KB (788,721 B)	a8dd5a57b64047544faa3dafb48b0a6e33fcf364	8cb772d24cbd559a9e0c5dfd4726e1201b07497af59189f107dd812bff1909e7
target.spm	810.1 KB (829,548 B)	48b2cc3f9632e12ee3198fcaf1a77179b8aa948c	a2e6d98cdd54d80ad404ad493a7755e723c8d619e998840eba682e3e3fe25e33
tokenizer_config.json	42 B (42 B)	77136a37004e15dd20ee755334d71bc68277025a	b58f3e17c9c09e2b13c5c8f43d135c892395c2ed19f3a660ae61807334ea2d1f
vocab.json	1.5 MB (1,596,450 B)	0c7a6e72df51770dc2b9f3f990813b7405a4d73a	cd35c38843ebe40679f99e6922d8c844326e0bfe65066b52c735bc68c860180d

Cite this release

Canonical URL: https://aiseedbank.org/models/Helsinki-NLP_opus-mt-en-cs/
Slug: Helsinki-NLP_opus-mt-en-cs
Infohash: c37367c5777b390154734d79d4c9fadd490bd2e1
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-cs.SHA256SUMS (+ minisign signature).

Provenance

Upstream repository	Helsinki-NLP/opus-mt-en-cs
Revision (pinned)	2820c6a540ddc2b7c4ea4c95c39b3150bd3ac27e
Fetched at	2026-09-02T03:06:54Z
License at fetch	apache-2.0
Snapshot tool	huggingface · seedbank 0.1.0

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✓ verified · rehash-vs-hf-metadata at 2026-09-02T03:06:59Z

apache-2.0295.8 MB (310,191,187 bytes)transformerspytorchmariantext2text-generationtranslationendpoints_compatible3 languages (tf, en, cs)