Models
MODELHugging Face
4/5

Helsinki Bible MT (AFA→DEU/ENG/FRA/POR/SPA)

Zulgo-Gemzek(gnd)MT / Encoder-DecoderMarianMTMarianMTModel
View Source

Model Info

Language
Zulgo-Gemzek (gnd)
Architecture
MarianMTModel
Institution
Helsinki-NLP
Last Updated
24 Jun 2026

Intended Use Cases

MT

License & Access

SPDX identifiercc-by-4.0

Open — attribution required; commercial use allowed.

Provenance

Fetch Timestamp
24 Jun 2026
Submitter
Helsinki-NLP

Full Record

23 of 25 fields stated

Every column the registry tracks. Values marked derivedwere filled by a rule or read from the source's text rather than stated in its metadata; the rule or the quoted sentence is shown under the value.

Registry columns (16/18)

iso code
gnd
Model Name
Helsinki Bible MT (AFA→DEU/ENG/FRA/POR/SPA)
Where is it hosted
HuggingFace
Link
https://huggingface.co/Helsinki-NLP/opus-mt-tc-bible-big-afa-deu_eng_fra_por_spa
Year
2022
Creator/Author(s)
Helsinki-NLP
Paper Reference
Not stated
NLP Task
MT / Encoder-Decoder
Architecture
MarianMTModelderivedHugging Face config: architectures / model_type (replaces the library name 'transformers', kept in `library`)
Base Model
MarianMT
Fine-tuned?
Yes
License
cc-by-4.0
Open Access
Open
Has Model Card
Yes
SOTA Tasks
MT
Verified By
Not stated
Date Indexed
2026-06-24
Comment
Afro-Asiatic multilingual Bible MT model including Zulgo-Gemzek

Readiness (LRS) (7/7)

model id
helsinki-bible-mt-afadeu-eng-fra-por-spa-gnd
Model Type
MT
Training Data Sources
Bible corpus
Benchmark Used
flores200-devtest (Translation acm-deu); flores200-devtest (Translation acm-eng); flores200-devtest (Translation acm-fra); flores200-devtest (Translation acm-po…derivedregistry benchmark records for this model
Benchmark Score
BLEU: 17.6; chr-F: 0.48947; BLEU: 28.5; chr-F: 0.56799; BLEU: 26.1; chr-F: 0.53577; BLEU: 23.9; chr-F: 0.52441; BLEU: 18.2; chr-F: 0.46985; BLEU: 12.6; chr-F: 0…
Benchmark Date
2024
Status
Activederivedupdated within 3 years

Readiness Score Breakdown

4/5
Data Coverage79%
Model Availability100%
Benchmarks100%
Documentation71%
Recency100%

Representativeness

Gender Balance
Regional Distribution
Dialect Coverage
Inclusivity
Relations Explorer link

Also Available In

This is the same multilingual corpus, sliced for other languages the platform indexes it under.

model

opus-mt-tc-bible-big-afa-deu_eng_fra_por_spa

translation model · MarianMTModel · Helsinki-NLP

46 languagesAfar(aar)MarianMTModeltranslation
HUHugging Face
Open27 Oct 2026
model

opus-mt-tc-bible-big-afa-deu_eng_fra_por_spa

translation model · MarianMTModel · Helsinki-NLP

46 languagesAmharic(amh)MarianMTModeltranslation
HUHugging Face
Open27 Oct 2026
model

opus-mt-tc-bible-big-afa-deu_eng_fra_por_spa

translation model · MarianMTModel · Helsinki-NLP

46 languagesArabic(ara)MarianMTModeltranslation
HUHugging Face
Open27 Oct 2026
model

opus-mt-tc-bible-big-afa-deu_eng_fra_por_spa

translation model · MarianMTModel · Helsinki-NLP

46 languagesBana(bcw)MarianMTModeltranslation
HUHugging Face
Open27 Oct 2026
model

opus-mt-tc-bible-big-afa-deu_eng_fra_por_spa

translation model · MarianMTModel · Helsinki-NLP

46 languagesBlin(byn)MarianMTModeltranslation
HUHugging Face
Open27 Oct 2026
model

opus-mt-tc-bible-big-afa-deu_eng_fra_por_spa

translation model · MarianMTModel · Helsinki-NLP

46 languagesCoptic(cop)MarianMTModeltranslation
HUHugging Face
Open27 Oct 2026
model

opus-mt-tc-bible-big-afa-deu_eng_fra_por_spa

translation model · MarianMTModel · Helsinki-NLP

46 languagesDangaléat(daa)MarianMTModeltranslation
HUHugging Face
Open27 Oct 2026
model

opus-mt-tc-bible-big-afa-deu_eng_fra_por_spa

translation model · MarianMTModel · Helsinki-NLP

46 languagesDaasanach(dsh)MarianMTModeltranslation
HUHugging Face
Open27 Oct 2026
model

opus-mt-tc-bible-big-afa-deu_eng_fra_por_spa

translation model · MarianMTModel · Helsinki-NLP

46 languagesGude(gde)MarianMTModeltranslation
HUHugging Face
Open27 Oct 2026
model

opus-mt-tc-bible-big-afa-deu_eng_fra_por_spa

translation model · MarianMTModel · Helsinki-NLP

46 languagesHausa(hau)MarianMTModeltranslation
HUHugging Face
Open27 Oct 2026
model

opus-mt-tc-bible-big-afa-deu_eng_fra_por_spa

translation model · MarianMTModel · Helsinki-NLP

46 languagesKamwe(hig)MarianMTModeltranslation
HUHugging Face
Open27 Oct 2026
model

opus-mt-tc-bible-big-afa-deu_eng_fra_por_spa

translation model · MarianMTModel · Helsinki-NLP

46 languagesIraqw(irk)MarianMTModeltranslation
HUHugging Face
Open27 Oct 2026
model

opus-mt-tc-bible-big-afa-deu_eng_fra_por_spa

translation model · MarianMTModel · Helsinki-NLP

46 languagesAmazigh(kab)MarianMTModeltranslation
HUHugging Face
Open27 Oct 2026
model

opus-mt-tc-bible-big-afa-deu_eng_fra_por_spa

translation model · MarianMTModel · Helsinki-NLP

46 languagesKera(ker)MarianMTModeltranslation
HUHugging Face
Open27 Oct 2026
model

opus-mt-tc-bible-big-afa-deu_eng_fra_por_spa

translation model · MarianMTModel · Helsinki-NLP

46 languagesKimré(kqp)MarianMTModeltranslation
HUHugging Face
Open27 Oct 2026
model

opus-mt-tc-bible-big-afa-deu_eng_fra_por_spa

translation model · MarianMTModel · Helsinki-NLP

46 languagesKambaata(ktb)MarianMTModeltranslation
HUHugging Face
Open27 Oct 2026
model

opus-mt-tc-bible-big-afa-deu_eng_fra_por_spa

translation model · MarianMTModel · Helsinki-NLP

46 languagesKonso(kxc)MarianMTModeltranslation
HUHugging Face
Open27 Oct 2026
model

opus-mt-tc-bible-big-afa-deu_eng_fra_por_spa

translation model · MarianMTModel · Helsinki-NLP

46 languagesLele(lln)MarianMTModeltranslation
HUHugging Face
Open27 Oct 2026
model

opus-mt-tc-bible-big-afa-deu_eng_fra_por_spa

translation model · MarianMTModel · Helsinki-NLP

46 languagesPévé(lme)MarianMTModeltranslation
HUHugging Face
Open27 Oct 2026
model

opus-mt-tc-bible-big-afa-deu_eng_fra_por_spa

translation model · MarianMTModel · Helsinki-NLP

46 languagesMerey(meq)MarianMTModeltranslation
HUHugging Face
Open27 Oct 2026

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