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Open Source Model Profile · Helsinki-NLP

opus-mt-tc-big-fi-en

opus-mt-tc-big-fi-en is a Marian translation model from Helsinki-NLP with about 236M parameters. According to the model card, it translates Finnish (fi) to English (en) as part of the OPUS-MT project.

Publisher
Helsinki-NLP
Task
translation
Model type
marian
License
cc-by-4.0
Library
transformers
Publication status
Approved for indexing

Model overview

opus-mt-tc-big-fi-en is published by Helsinki-NLP as a translation model. The captured configuration identifies MarianMTModel with model type marian, and Safetensors metadata reports 235,633,126 parameters. According to the model card, it translates Finnish to English and belongs to the OPUS-MT project, with a recorded cc-by-4.0 license.

Recorded capabilities

Finnish-to-English translation

According to the model card, the model translates from Finnish (fi) to English (en).

Marian architecture

The captured configuration identifies MarianMTModel with model type marian and Transformers library support.

OPUS-MT project membership

According to the model card, the model is part of the OPUS-MT project, originally trained with Marian NMT and converted to PyTorch with the Transformers library.

Documented release configuration

According to the model card, the release is dated 2021-12-08 with a transformer (big) model, opusTCv20210807+bt data, and SentencePiece spm32k tokenization.

Use cases in the source record

  • Finnish-to-English neural machine translation workflows documented in the model card.
  • Transformers-based translation inference, consistent with the recorded text2text-generation tags and the snapshot hf-inference listing for the translation task.

Limitations and unknowns

  • No evaluation results were extracted from this record.
  • No context-window value was extracted from this record.
  • Provider state is historical snapshot data and should be refreshed before being presented as current.
  • Training and release details come from publisher model-card claims and were not independently verified.

Source and provenance

Source: Helsinki-NLP/opus-mt-tc-big-fi-en

Captured: Unknown. Processed: 2026-09-07T19:34:31.415967+00:00.

opus-mt-tc-big-fi-en Neural machine translation model for translating from Finnish (fi) to English (en). This model is part of the OPUS-MT project , an effort to make neural machine translation models widely available and accessible for many languages in the world. All models are originally trained using the amazing framework of Marian NMT , an efficient NMT implementation written in pure C++. The models have been converted to pyTorch using the transformers library by huggingface. Training data is taken from OPUS and training pipelines use the procedures of OPUS-MT-train . Publications: OPUS-MT – Building open translation services f…

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