# SentencePiece preprocessing

This is a CTranslate2-optimized multilingual translation model that supports fast translation from multiple Romance languages to English.

This is a Transformer-based machine translation model from English to Norwegian (including Bokmål and Nynorsk), released by Tatoeba-Challenge.

This is a neural machine translation model for English to Polish based on the Transformer architecture, trained by the Helsinki NLP team using the MarianNMT library.

OPUS-MT English to Russian machine translation model, based on Transformer architecture, trained using OPUS datasets.

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

This is a Transformer model supporting mutual translation among multiple Germanic languages, developed by the Helsinki-NLP team.

This is a multilingual machine translation model based on the Transformer architecture, supporting translation tasks from English to 15 Uralic languages.

This is a Transformer-based machine translation model for Italian to Arabic, developed by the Helsinki-NLP team and released under the Tatoeba-Challenge project.

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

OPUS-MT machine translation model from Spanish to Dutch, based on Transformer architecture, using SentencePiece for preprocessing.

This is a French to Bulgarian machine translation model based on the Transformer architecture, developed by the Helsinki-NLP team as part of the Tatoeba-Challenge project.

This is a Transformer-based multilingual translation model that supports translation tasks from English to 20 Niger-Congo language family languages.

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

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

This is a machine translation model based on the Transformer architecture, specifically designed for translating South Caucasian languages (particularly Georgian) into English.

This is a French-to-Croatian 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).

Transformer-based machine translation model for Albanian (sq) to Swedish (sv), developed by the Helsinki-NLP team

This is an Irish-to-English machine translation model based on the transformer-align architecture, released by Tatoeba-Challenge.

A Transformer-based Afrikaans to English machine translation model developed by the Helsinki-NLP team.

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

A Transformer-based machine translation model for translating Tsonga (ts) to English (en).

opus-mt-it-es is a machine translation model based on the transformer-align architecture, specifically designed for translating Italian to Spanish.

English to Afrikaans machine translation model trained on OPUS dataset, using transformer-align architecture

A French to Romanian neural machine translation model based on Transformer architecture, developed by the Helsinki-NLP team

This is a Chinese-to-Malay (macro language) machine translation model based on the transformer-align architecture, supporting various Chinese variants and Malay branches.

A Transformer-based machine translation model for Finnish to Lue, developed by Helsinki-NLP team and trained on OPUS dataset.

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

A Transformer-based neural machine translation model for Shona to English, developed by the Helsinki-NLP team

This is a Chinese-to-Vietnamese machine translation model based on the transformer-align architecture, released by the Tatoeba-Challenge project.

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

This is a German-to-Ukrainian machine translation model based on the transformer-align architecture, 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).

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

This is a Russian-to-Vietnamese machine translation model based on the transformer-align architecture, developed by the Helsinki-NLP team.

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

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

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).