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Helsinki-NLP_opus-mt-bn-en

Helsinki-NLP · View on Hugging Face ↗

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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:

  • bn
  • en

tags:

  • translation

license: apache-2.0

ben-eng

  • source group: Bengali

  • target group: English

  • OPUS readme: ben-eng

  • model: transformer-align

  • source language(s): ben

  • target language(s): eng

  • 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.ben.eng 49.7 0.641

System Info:

  • hf_name: ben-eng

  • source_languages: ben

  • target_languages: eng

  • opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/ben-eng/README.md

  • original_repo: Tatoeba-Challenge

  • tags: ['translation']

  • languages: ['bn', 'en']

  • src_constituents: {'ben'}

  • tgt_constituents: {'eng'}

  • src_multilingual: False

  • tgt_multilingual: False

  • prepro: normalization + SentencePiece (spm32k,spm32k)

  • url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/ben-eng/opus-2020-06-17.zip

  • url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/ben-eng/opus-2020-06-17.test.txt

  • src_alpha3: ben

  • tgt_alpha3: eng

  • short_pair: bn-en

  • chrF2_score: 0.6409999999999999

  • bleu: 49.7

  • brevity_penalty: 0.976

  • ref_len: 13978.0

  • src_name: Bengali

  • tgt_name: English

  • train_date: 2020-06-17

  • src_alpha2: bn

  • tgt_alpha2: en

  • prefer_old: False

  • long_pair: ben-eng

  • helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535

  • transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b

  • port_machine: brutasse

  • port_time: 2020-08-21-14:41

Magnet link

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magnet:?xt=urn:btih:c50745d4b5742cd07289ea006ed6329a46aac8c7&dn=Helsinki-NLP_opus-mt-bn-en

Open magnet in torrent client · infohash c50745d4b5742cd07289ea006ed6329a46aac8c7

Files & hashes

PathSizesha1sha256
README.md2.0 KB (2,070 B)cf0ba7840e4272d79859572de19be1fb67bf35e1082eaf76b9248fb73bef92b232d3888263985304d11f17de544c3c5ce3819fb0
config.json1.4 KB (1,394 B)6ec3a3ed0f678a52f997f18a823b3f432faa721bbd799ff7ca74b64255029fda5b598376c40be84d861716844fce0105e1ee04f5
generation_config.json293 B (293 B)ac5bc9043317ccdf487c8155b6826ff985266a70bd9fec5abc17f931a499632b6f590a806462d7dd306cf9a286520b4005c71841
metadata.json1.1 KB (1,089 B)7d6dc565a73b3fea0598993d7164f5ccfe8f8a7fd1fa63d76ba1c18c799282ceb8a23f325ac7cc8fe09257e061fc5e5c2fd965bc
pytorch_model.bin294.9 MB (309,206,001 B)05c30a8b66de91bbd12296bcf4d7fdd47571523477965369cccb35b5a420d9c55bbbadc284c13cd1a70897c10d59d2f6db4492f2
source.spm1.1 MB (1,120,398 B)241aa2309ca2dfc606886cd8d15382bb4a2f424d43acc5ca145e0b2ec0b61f3d53ac630da1eb7ea440801346bee488d723c1984c
target.spm787.1 KB (806,022 B)0581153de6890a24809d0c5f7d50e333ddbe54f8566c8638056538ea36378486f3aa46863ee4034e4e5c93d383fa5c5dc6890d75
tokenizer_config.json44 B (44 B)092cb6251ebc8fedd48ce33c366f69042300afc8fc399bf0633b3499788449c0e2d1cd31092427dd7309f8ffa266dc9c0d6f2b2a
vocab.json2.2 MB (2,254,630 B)7bd307541a6215e00aa003a51c1a5399c8fedea72209b7df15f746767ae46088b322cec3e777230cf8f9464a6edc5481db3e6597

Cite this release

Canonical URL
https://aiseedbank.org/models/Helsinki-NLP_opus-mt-bn-en/
Slug
Helsinki-NLP_opus-mt-bn-en
Infohash
c50745d4b5742cd07289ea006ed6329a46aac8c7
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-bn-en.SHA256SUMS (+ minisign signature).

Provenance

Upstream repositoryHelsinki-NLP/opus-mt-bn-en
Revision (pinned)098d427088fba65d683639e91742c783cc7c1434
Fetched at2026-09-02T03:05:32Z
License at fetchapache-2.0
Snapshot toolhuggingface · seedbank 0.1.0

Trackers

✓ verified · rehash-vs-hf-metadata at 2026-09-02T03:05:38Z

apache-2.0298.9 MB (313,391,941 bytes)transformerspytorchmariantext2text-generationtranslationendpoints_compatible3 languages (tf, bn, en)