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

This is a Finnish-to-Maltese machine translation model based on the Transformer architecture, 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.

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

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

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

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

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

This is a Ukrainian-to-French 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

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

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

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

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

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

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.

This is a machine translation model based on the Transformer architecture, specifically designed for Hausa (ha) to Finnish (fi) translation tasks.

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

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