Helsinki-NLP_opus-mt-en-sq

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

Helsinki-NLP · View on Hugging Face ↗

Get this model

Download Torrent Magnet Link

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.

tags:

translation license: apache-2.0

opus-mt-en-sq

source languages: en
target languages: sq
OPUS readme: en-sq
dataset: opus
model: transformer-align
pre-processing: normalization + SentencePiece
download original weights: opus-2020-01-08.zip
test set translations: opus-2020-01-08.test.txt
test set scores: opus-2020-01-08.eval.txt

Benchmarks

testset	BLEU	chr-F
Tatoeba.en.sq	46.5	0.669

Magnet link

Opens the swarm directly in your torrent client — no file download needed. Copy-paste works too:

magnet:?xt=urn:btih:f2aafc6e0b15963fa28163d0044a3bd332f609af&dn=Helsinki-NLP_opus-mt-en-sq

Open magnet in torrent client · infohash f2aafc6e0b15963fa28163d0044a3bd332f609af

Files & hashes

Path	Size	sha1	sha256
README.md	818 B (818 B)	e30e36e6bcd0aed14831284564a1401823ccda48	aea9b944d7d3accd15592d8ddf5035d0e0b78ff4b819d5ac2d3756535ed83cb0
config.json	1.3 KB (1,381 B)	3512943b2581000c6df95fecb2252d51caaf2f56	c9be1892d5b29592bf0079ab76d2c0240971bea25e1b0d8a02528395fbbc3ce5
generation_config.json	293 B (293 B)	97714cf37b06a9614c3779fb362b19c09e4ef61d	a3854a5651fab74c86e81481a93db17bda7b08e4d646172e8ad862dc57a03c0a
pytorch_model.bin	286.2 MB (300,097,173 B)	1e20e216e25cd1d63193cebd1d16843f0b9532f8	337b1f62c063fd20837bbffcbf9aa3f4569f71b41e97ffa9ff34402405cb2d15
source.spm	785.8 KB (804,616 B)	12c059ab60c490870969174671980f421aae3ac8	e558d953a53a6966b57a079d883d526785fb682f73c36279f63db6b7abb03dc1
target.spm	802.9 KB (822,211 B)	4a8124d680e17f4b4b9407762c83dab4e5c5c2be	29201051e0ad91662f3e203238c8fc6bfa0ae28d15cac14c20ab206626233252
tokenizer_config.json	42 B (42 B)	593071a27325e55cc9eb0f60b5f2a1555e5dd6c0	ee02941effa85d96fe63a7130a2c54ebe152fe0ebeeca8a3f9094418b2dd563c
vocab.json	1.3 MB (1,383,791 B)	ccbaf5bb0c597c1beada73c73339df9a7a916910	327c7af2269c8e2cbb24d6138144dee6c7786e1a1d1acca01f0026d17d561233

Cite this release

Canonical URL: https://aiseedbank.org/models/Helsinki-NLP_opus-mt-en-sq/
Slug: Helsinki-NLP_opus-mt-en-sq
Infohash: f2aafc6e0b15963fa28163d0044a3bd332f609af
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-sq.SHA256SUMS (+ minisign signature).

Provenance

Upstream repository	Helsinki-NLP/opus-mt-en-sq
Revision (pinned)	3fb16c7fae5d3293060997dff628656de259d46e
Fetched at	2026-09-02T03:09:08Z
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 2026-09-02T03:09:14Z

apache-2.0289.1 MB (303,110,325 bytes)transformerspytorchmariantext2text-generationtranslationendpoints_compatible3 languages (tf, en, sq)