Helsinki-NLP_opus-mt-ko-es
Helsinki-NLP · View on Hugging Face ↗
Get this model
Seeders: 1 · Leechers: 0
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:
- ko
- es
tags:
- translation
license: apache-2.0
kor-spa
source group: Korean
target group: Spanish
OPUS readme: kor-spa
model: transformer-align
source language(s): kor kor_Hang kor_Latn
target language(s): spa
model: transformer-align
pre-processing: normalization + SentencePiece (spm32k,spm32k)
download original weights: opus-2020-06-17.zip
test set translations: opus-2020-06-17.test.txt
test set scores: opus-2020-06-17.eval.txt
Benchmarks
| testset | BLEU | chr-F |
|---|---|---|
| Tatoeba-test.kor.spa | 31.3 | 0.521 |
System Info:
hf_name: kor-spa
source_languages: kor
target_languages: spa
opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/kor-spa/README.md
original_repo: Tatoeba-Challenge
tags: ['translation']
languages: ['ko', 'es']
src_constituents: {'kor_Hani', 'kor_Hang', 'kor_Latn', 'kor'}
tgt_constituents: {'spa'}
src_multilingual: False
tgt_multilingual: False
prepro: normalization + SentencePiece (spm32k,spm32k)
url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/kor-spa/opus-2020-06-17.zip
url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/kor-spa/opus-2020-06-17.test.txt
src_alpha3: kor
tgt_alpha3: spa
short_pair: ko-es
chrF2_score: 0.521
bleu: 31.3
brevity_penalty: 0.95
ref_len: 6805.0
src_name: Korean
tgt_name: Spanish
train_date: 2020-06-17
src_alpha2: ko
tgt_alpha2: es
prefer_old: False
long_pair: kor-spa
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:fa24f9bd3086020b604373efc6b7b8bf7c6805ae&dn=Helsinki-NLP_opus-mt-ko-esOpen magnet in torrent client · infohash fa24f9bd3086020b604373efc6b7b8bf7c6805ae
Files & hashes
| Path | Size | sha1 | sha256 |
|---|---|---|---|
| README.md | 2.1 KB (2,107 B) | 0dc10fe0026fa53d1bb6d0d623e2e1407e071b83 | 999657e80c6d99f02a31a953dd327f5f5facde9a448aa0017bf3b23d3080949c |
| config.json | 1.4 KB (1,394 B) | c0faf811899d98d3a6ccd17803e88a52268582fa | 08ba6332e913f8841ebda8d0ab9a3522c4d0b4d67d958d83ca8f24a542efd36a |
| generation_config.json | 293 B (293 B) | a43af728d2ddefe1ed73656ce004be6391c02e0a | 81f06422302b9f4666f20c6f20f43b904e38ccce9326a208f82ff97c2c9699e5 |
| metadata.json | 1.1 KB (1,119 B) | 7d33c9b1bcd03f5b553564ce78a24974292e2c3f | 485b7dceb80e97c647d8278fe0bd4331038149b1bfcbaf031dce8659da6b7454 |
| pytorch_model.bin | 297.6 MB (312,087,009 B) | 17811fc5fe7faa426b86e0e33de438020891da84 | 8f5abdb3c6c8d04f0c8c287f4258e5a93adcd881c37d2d70078458122303bbed |
| source.spm | 824.1 KB (843,829 B) | f4e014e82d77f700c87ed2a8aa93dbcbc3af12a9 | 1c67fb98d84ee8773219c1c6e4c046535b77b9df30645081669e0826f59689e2 |
| target.spm | 817.2 KB (836,783 B) | 97735cd8ef36e6b37cb258564b340cf8a7ad18db | 83603e5af4be12876414e10a885040a616f1d598e9c9fc816ed1e36e47df50a0 |
| tokenizer_config.json | 44 B (44 B) | bf41d3020268426f57bdddf31949e71493f64cdb | 4afc6c017da61a5022fa20ccd9f4068a90725b7606947e805a78a98c15c5f7df |
| vocab.json | 1.7 MB (1,770,067 B) | 87c91775a9f0e17ade91b6c2d14983a33c4a21d6 | 058b6777b1e8691e13f5e72cc1f4c21b6ce5e74f97497a7853b9347eeddcefb5 |
Cite this release
- Canonical URL
- https://aiseedbank.org/models/Helsinki-NLP_opus-mt-ko-es/
- Slug
- Helsinki-NLP_opus-mt-ko-es
- Infohash
- fa24f9bd3086020b604373efc6b7b8bf7c6805ae
- 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-ko-es.SHA256SUMS (+ minisign signature).
Provenance
| Upstream repository | Helsinki-NLP/opus-mt-ko-es |
|---|---|
| Revision (pinned) | b79ef2771d1e6417a19139d10bab271a62e13b59 |
| Fetched at | 2026-09-02T03:11:57Z |
| License at fetch | apache-2.0 |
| Snapshot tool | huggingface · seedbank 0.1.0 |
Trackers
- udp://announce.aitorrent.org:6969/announce
- http://announce.aitorrent.org:7070/announce
- udp://announce2.aitorrent.org:6970/announce
- http://announce2.aitorrent.org:7071/announce
- udp://tracker.opentrackr.org:1337/announce
- udp://open.demonii.com:1337/announce
- udp://open.stealth.si:80/announce
- udp://exodus.desync.com:6969/announce
- udp://tracker.torrent.eu.org:451/announce
✓ verified · rehash-vs-hf-metadata at 2026-09-02T03:12:03Z
apache-2.0300.9 MB (315,542,645 bytes)transformerspytorchmariantext2text-generationtranslationendpoints_compatible3 languages (tf, ko, es)