# Multilingual machine translation

EuroLLM-1.7B is the first pre-trained model in the EuroLLM series, with multilingual processing capabilities, capable of understanding and generating text in multiple European and other related languages.

X-ALMA is a multilingual machine translation model extended from ALMA-R, supporting 50 languages and adopting a plug-and-play architecture with specific language modules.

ALMA-13B-R is a machine translation model developed based on the ALMA model, utilizing Contrastive Preference Optimization (CPO) for LoRA fine-tuning, with performance surpassing GPT-4 and WMT champion models.

A multilingual machine translation model based on the T5 architecture, supporting 400+ languages, trained with 250 billion tokens

An English-Romanian translation model fine-tuned based on Helsinki-NLP/opus-mt-en-ro, optimized on the ccmatrix dataset

NLLB-Mo is a multilingual machine translation model that supports translation tasks for over 200 languages.

OPUS-MT is a Transformer-based machine translation model specifically designed for translation tasks among West Germanic languages.

A translation model fine-tuned on the English-Arabic (en_ar) subset of the UN corpus, based on the mbart-large-cc25 model

This is a Finnish-to-Maltese machine translation model based on the Transformer architecture, developed by the Helsinki-NLP team.

opus-mt-es-iso is a machine translation model based on the Transformer architecture, specifically designed for translating Spanish (es) to Isoko (iso).

This is a Transformer-based machine translation model from Ukrainian to Swedish, developed by the Helsinki-NLP team.

opus-mt-es-hr is a Spanish to Croatian machine translation model based on the transformer-align architecture, released by Helsinki-NLP.

A Finnish to Slovenian machine translation model based on Transformer architecture, developed by the Helsinki-NLP team and trained using the OPUS dataset.

This is a Transformer-based machine translation model for Ukrainian to Spanish, developed by the Helsinki-NLP team.

This is a machine translation model based on the Transformer architecture, specifically designed for translating Swedish (sv) to Igbo (ig).

This is a Transformer-based machine translation model from Estonian to Spanish, developed by the Helsinki-NLP team.

This is a Transformer-based machine translation model for Finnish to Sango, developed by the Helsinki-NLP team.

opus-mt-fr-ha is a machine translation model based on the transformer-align architecture, specifically designed for translating French (fr) to Hausa (ha). Developed by the Helsinki-NLP team, this model is trained on the OPUS dataset.

This is a Transformer-based machine translation model specifically designed for translating Afrikaans (af) to Finnish (fi).

opus-mt-sv-el is a machine translation model based on the transformer-align architecture, specifically designed for translating Swedish (sv) to Greek (el).

A neural machine translation model trained on the OPUS dataset for Bislama (bi) to Swedish (sv) translation

A Transformer-based machine translation model for Ewe (ee) to French (fr) translation tasks, developed by the Helsinki-NLP team.

Transformer-based Xhosa to English machine translation model developed by Helsinki-NLP team

Finnish to Romanian machine translation model trained on OPUS data, using transformer-align architecture

This is a Finnish to Malagasy machine translation model based on the Transformer architecture, developed by the Helsinki-NLP team.

Machine translation model trained on OPUS dataset, supporting Macedonian (mk) to French (fr) translation tasks

This is a Transformer-based machine translation model for German to Hausa, developed by the Helsinki-NLP team.

Finnish to Latvian machine translation model trained on OPUS dataset, using transformer-align architecture

This is a Finnish to Swahili machine translation model based on the Transformer architecture, developed by the Helsinki-NLP team.

This is a Transformer-based machine translation model for Finnish to Icelandic, developed by the Helsinki-NLP team and trained using the OPUS dataset.

This is a Ukrainian-to-French machine translation model based on the Transformer architecture, developed by the Helsinki-NLP team.

This is a Transformer-based machine translation model from Spanish to Esperanto, developed by the Helsinki-NLP team.

Transformer-based machine translation model for translating Swahili Congo dialect (swc) to Finnish (fi)

A Lithuanian to French machine translation model based on the Transformer architecture, developed by the Helsinki-NLP team and trained on the OPUS dataset.

Finnish to Macedonian machine translation model trained on OPUS data, using transformer-align architecture

opus-mt-es-et is a machine translation model based on the Transformer architecture, specifically designed for translating Spanish (es) to Estonian (et). The model was trained and released by the University of Helsinki NLP team as part of the OPUS-MT project.

This is a Transformer-based machine translation model for Hausa to Spanish, developed by the Helsinki-NLP team.

This is a Transformer-based machine translation model specifically designed for translating Finnish to Zande.

Ukrainian to Finnish machine translation model based on OPUS dataset, using transformer-align architecture

This is a machine translation model based on the Transformer architecture, specifically designed for translating Finnish to the Congo dialect of Swahili.