Helsinki-NLP_opus-mt-en-ml

Name: Helsinki-NLP/opus-mt-en-ml
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.

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tags:

translation license: apache-2.0

opus-mt-en-ml

source languages: en
target languages: ml
OPUS readme: en-ml
dataset: opus+bt+bt
model: transformer-align
pre-processing: normalization + SentencePiece
download original weights: opus+bt+bt-2020-04-28.zip
test set translations: opus+bt+bt-2020-04-28.test.txt
test set scores: opus+bt+bt-2020-04-28.eval.txt

Benchmarks

testset	BLEU	chr-F
Tatoeba.en.ml	19.1	0.536

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magnet:?xt=urn:btih:fb761b925ba6f394808fc9929dbac194c75a6454&dn=Helsinki-NLP_opus-mt-en-ml

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Files & hashes

Path	Size	sha1	sha256
README.md	860 B (860 B)	d2fac679d8bfda3285ebe23a940166064bf9da92	367549632b583c861125bd284384b679eeceb60b7516078cd05a48fde2304756
config.json	1.3 KB (1,361 B)	a0a3801a972f57b7637ed2a57d8805f651bf528d	cfc0cff44b035e3688ab428c1b7ebce1de3f618b1a5c19abf1829e1cb9568468
generation_config.json	293 B (293 B)	41a44170eb66e67f1b35a3868785aac4acdbab61	52ba02de828ff23c5ab50e1fe864893f0593cf44d41f307db252574b15671139
pytorch_model.bin	218.7 MB (229,309,843 B)	56fdc0739d537b426130037cd1a1adf1a8da75ad	85a548d9e515f193e65050ac359cc177824e2028e9624bdfea35cd1de2683ad7
source.spm	438.7 KB (449,223 B)	9ef7cc7f481f0ee06f2637926a097c980b00d857	9b363702e8ee659ca4b7a33f3b38e3f347beaf8f00a0b515bcafdebbb83fdc7d
target.spm	599.8 KB (614,147 B)	b4c6f2ac1288141e6e959b8c30f4a21dee893668	947e0b11ad3ad466336c1b17e8b6dc146738d9ccf245655a65913d1a7ffece90
tokenizer_config.json	42 B (42 B)	f191e4262599e9d18b97465a1902868774ae58ee	1898e3440bd23f310b8b775223c45a8a0de6368ded0a412928b7b53450af18c4
vocab.json	933.5 KB (955,927 B)	da14f7fedae47bc91542fa90594d32e762b95284	c759f4d2d12e0887c833a1c280cb6373af699a389d658723f3ed0b374c716234

Cite this release

Canonical URL: https://aiseedbank.org/models/Helsinki-NLP_opus-mt-en-ml/
Slug: Helsinki-NLP_opus-mt-en-ml
Infohash: fb761b925ba6f394808fc9929dbac194c75a6454
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-ml.SHA256SUMS (+ minisign signature).

Provenance

Upstream repository	Helsinki-NLP/opus-mt-en-ml
Revision (pinned)	c31fa33320302c9cacd561792bb0d6b27d116cf4
Fetched at	2026-09-02T03:08:13Z
License at fetch	apache-2.0
Snapshot tool	huggingface · seedbank 0.1.0

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✓ verified · rehash-vs-hf-metadata at 2026-09-02T03:08:19Z

apache-2.0220.6 MB (231,331,696 bytes)transformerspytorchmariantext2text-generationtranslationendpoints_compatible3 languages (tf, en, ml)