# Helsinki-NLP/opus-mt-fr-en

Model from Hugging Face for translation: Helsinki-NLP/opus-mt-fr-en · transformers

## Facts

- Type: LLM
- Task: translation
- Framework: transformers
- License: apache-2.0 — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/Apache-2.0.html)
- Source: https://huggingface.co/Helsinki-NLP/opus-mt-fr-en
- Hosting: hosted (10 files)
- Files: 10 hosted of 16 listed
- File counts: "listed" is every file in the source repository; only hosted files download from Hugging Bay, and the download plan lists the files it selects for one download, so its count can differ.
- Hosted here: at least 10 listed files; full count and size unknown
- Full repo upstream: 1.2 GB
- Download: https://huggingbay.xyz/artifact/hf-model-helsinki-nlp-opus-mt-fr-en/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-fr-en/download-plan)
- Per-file SHA-256: available for 10 of 10 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-fr-en/files?limit=100
- Run-ready: no (Hugging Bay has not certified a run path for this model; hosted bytes are downloadable and hash-checkable only)
- Peer-assisted fallbacks: 0 verified, 0 pending review
- Downloads: 757381
- Stars: 56
- Card completeness: 89%

## Description

External Hugging Face catalog record for Helsinki-NLP/opus-mt-fr-en. Task: translation. Library: transformers. Popularity signal at import: 734,257 downloads and 56 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: translation
- Library: transformers
- Task categories: translation
- File hints: 12 upstream file samples

## File Hints

- .gitattributes (445 B)
- README.md (1.2 KB)
- config.json (1.4 KB)
- flax_model.msgpack (285 MB) LFS
- generation_config.json (293 B)
- model.safetensors (287 MB) LFS
- pytorch_model.bin (287 MB) LFS
- source.spm (784 KB)
- target.spm (760 KB)
- tf_model.h5 (287 MB) LFS
- tokenizer_config.json (42 B)
- vocab.json (1.3 MB)

## Quality Checklist

- Summary: passed
- Description: passed
- Model card metadata: passed
- License: passed
- Provenance: passed
- File inventory: passed
- Hosted bytes: passed
- Scan result: passed
- Manifest signature: passed

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-08-28T02:10:05.342Z.
- Open license detected as apache-2.0.
- Not a run kit: hosted, hash-checked bytes only; run readiness is not certified for this model yet.

## Actions

- Web: https://huggingbay.xyz/artifact/hf-model-helsinki-nlp-opus-mt-fr-en
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-fr-en/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-fr-en/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-fr-en/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-helsinki-nlp-opus-mt-fr-en
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-fr-en/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-helsinki-nlp-opus-mt-fr-en&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-helsinki-nlp-opus-mt-fr-en/decentralized-fallbacks