CatalogWantedMirrorsLedgerOperating StatementDocsStudio statusCard system
alt.freeweights.vision / opus-mt-fr-en
From: Helsinki-NLP <huggingface.co/Helsinki-NLP>Newsgroups: alt.freeweights.visionSubject:

opus-mt-fr-en

Date: 2026-11-15Commit: c4aed37Signed: 2DC28CC7B26A283B ✓

Translation model with 75M parameters. Safetensors weights, 1.20 GB in all. Published by Helsinki-NLP under Apache-2.0.

75M params1.20GBopus-mt-fr-ensafetensorspermissive
FactsParams75MSize1.20 GBFormatssafetensorsTasktranslationLicenseApache-2.0From sourcepermissive
$ fw get Helsinki-NLP/opus-mt-fr-en
# manifest sha256 392e1fecf1ee… · 1.20 GB · 12 files
$ fw verify ./opus-mt-fr-en Helsinki-NLP/opus-mt-fr-en
From sourceHosted (signed)Helsinki-NLP/opus-mt-fr-enLast check: 2026-11-15 02:27 UTC
Fine-tune in StudioGet help

Get help: custom fine-tune or private deploy. We review your setup before we quote.

Runs withBentoMLCTranslate2ExLlamaV2LitServeLocalAItinygradTransformersTriton Inference ServerFine-tune withAccelerateDeepSpeedJAXKerasPyTorch Lightningsd-scriptsSimpleTunerConvert withCore ML ToolsExecuTorchOliveONNXOptimum QuantoOptimumsafetensorstorchaoScan withModelScanpicklescan
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
1.20 GB
Weights
301 MB (safetensors)
Parameters
75M
Formats
safetensors
Task
translation
License
Apache-2.0 (permissive)
Files
12, each with a sha256
Publisher
Helsinki-NLP
Added
2026-11-15
Section
alt.freeweights.vision
Lineage

Original release from the publisher.

Where these bytes come from
Publisher at the pinned commit→You

Sources are tried in order. A file counts only when its size and sha256 match the manifest. Sources are checked when you ask for them, not on a timer.

Sources
BadgeHostLast checkResult
From sourcehuggingface.co2026-11-15 02:27 UTCpassed

Model card

From the publisher at commit c4aed37. Shown as plain text with links; images open at the publisher.
opus-mt-fr-en#

Benchmarks#

testsetBLEUchr-F
newsdiscussdev2015-enfr.fr.en33.10.580
newsdiscusstest2015-enfr.fr.en38.70.614
newssyscomb2009.fr.en30.30.569
news-test2008.fr.en26.20.542
newstest2009.fr.en30.20.570
newstest2010.fr.en32.20.590
newstest2011.fr.en33.00.597
newstest2012.fr.en32.80.591
newstest2013.fr.en33.90.591
newstest2014-fren.fr.en37.80.633
Tatoeba.fr.en57.50.720

Files

12 files · 1.20 GBWeights 301 MB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 12 files with their sha256
FileSizesha256
.gitattributes445 B98c91dabef4df27b2fc7c8454d220aba47476f73593cbd034d961fe4927304c1
README.md1.25 KBa923263e9691f40ce7c9afe5d59f6296051439ae7776a158d18d57258be48195
config.json1.42 KBb3be13d046d9899d7aab8cf4ed624d9a79f5776038ba793f6b4d2ce3e02192f7
flax_model.msgpack299 MBa791a29fc2ab8a0bc4103fa3ce432bc9911c809d824fea62cc065d3726fb1801
generation_config.json293 B4956fb9a7caaad7579cf8bb789c1e578b8a1cf48a0a8b779fda2f95dd10bbaa5
model.safetensors301 MB6e3837f34b903802c3d0d670362b997cee6e87584a1108eb3fa89e4625e4424a
pytorch_model.bin301 MB599b819e3488f0fb888fef09511370ce4c0388b6f0f6beeb49a1f4b19043bebc
source.spm802 KB78d0e717c77053f1c4b856d8661d9cb87c64f083a35418c087b9146300e4f585
target.spm778 KB173e9f493a668fe396d599e28d414a201193094e6ffd7a4678e5aab0f6d3d838
tf_model.h5301 MB9ddf429085e46b20566df93a1417474c7f28e62245a8468554edb5abc8da7f92
tokenizer_config.json42 B47de9ce87378593016432f8dc657202c03913ab3ce0c15d7f78d51edfc3ff9a3
vocab.json1.34 MB945c604346ce15ce4aff9001001e7f925e336d942c4087017f191871162cbdc4
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
c4aed37b31 pinned now2026-11-15 02:27 UTC12 files · 1.20 GB

Use it

$ fw get Helsinki-NLP/opus-mt-fr-en
# manifest sha256 392e1fecf1ee… · 1.20 GB · 12 files
$ fw verify ./opus-mt-fr-en Helsinki-NLP/opus-mt-fr-en
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/Helsinki-NLP/opus-mt-fr-en.json --dir ./opus-mt-fr-en $ python3 fw.py verify ./opus-mt-fr-en ./Helsinki-NLP__opus-mt-fr-en.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download Helsinki-NLP/opus-mt-fr-en --revision c4aed37b318c763fd177aa449b44e3b783cc6c02 --local-dir ./opus-mt-fr-en
Fine-tune in Studio

License

Name
Apache License 2.0
Id
Apache-2.0
Class
Permissive
Redistribution
yes
Listing
Hosted (signed)
Decided
License as declared by the publisher. No person read it. 2026-11-15
Text in
README.md
Text sha256
a923263e9691f40ce7c9afe5d59f6296051439ae7776a158d18d57258be48195
Terms gate
No extra terms beyond the license.

Read the license text

Licenses are checked against the license table. A custom license passes only after a person reads it.

Provenance

From: Helsinki-NLP <huggingface.co/Helsinki-NLP>Newsgroups: alt.freeweights.visionSubject: opus-mt-fr-enDate: 2026-11-15Commit: c4aed37Signed: 2DC28CC7B26A283B ✓
Upstream
Helsinki-NLP/opus-mt-fr-en
Pinned commit
c4aed37b318c763fd177aa449b44e3b783cc6c02
Manifest
opus-mt-fr-en.json · .minisig
Manifest sha256
392e1fecf1ee4a6e719d3d2899ba9cd11ba59c76c0c4acfbe2ca98600e3ff31a
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 02:27 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/Helsinki-NLP/opus-mt-fr-en.json $ curl -O https://freeweights.allternit.com/manifests/Helsinki-NLP/opus-mt-fr-en.json.minisig $ minisign -Vm opus-mt-fr-en.json -P RWQ7KGqyx4zCLXtUFOqvfv8L3g+8fpKJ1FsuxPyOYMF+4KufbUxKq1Oq $ shasum -a 256 <file> # compare with the Files tab

A manifest whose signature fails must be rejected. A file whose size or sha256 does not match must be discarded. Verify a download

Model tree

1 model in the catalog name this one as their parent.

Quantizations
1
Quantizations 1
Get it
Download
$ HF_ENDPOINT=https://freeweights.allternit.com hf download Helsinki-NLP/opus-mt-fr-en
Open in Freeweights Studio

Pull, verify and run it in the Allternit app on Desktop, web or phone.

Signed manifest
minisign, key 2DC28CC7B26A283B. opus-mt-fr-en.json. Provenance. Takedown history: none.
Source
huggingface.co/Helsinki-NLP/opus-mt-fr-en

Variants

1 quantized or adapter build of opus-mt-fr-en. Each has its own license check and page.

SubjectSizeParamsLicenseDate
opus-mt-fr-enHosted (signed) From: onnx-community in alt.freeweights.vision4.52 GB—Permissive2026-11-15

Related models

All of alt.freeweights.vision →
From: dima806 <huggingface.co/dima806>Subject: ai_vs_real_image_detection
From: legekka <huggingface.co/legekka>Subject: AI-Anime-Image-Detector-ViT
From: onnx-community <huggingface.co/onnx-community>Subject: AI-Anime-Image-Detector-ViT-ONNX
From: AICodexLab <huggingface.co/AICodexLab>Subject: answerdotai-ModernBERT-base-ai-detector
From: onnx-community <huggingface.co/onnx-community>Subject: answerdotai-ModernBERT-base-ai-detector-ONNX
From: onnx-community <huggingface.co/onnx-community>Subject: bart-large-cnn-ONNX