# SentencePiece Preprocessing

This is an English-to-Japanese machine translation model based on the transformer-align architecture, trained by the Helsinki NLP group.

This is a Japanese-to-Russian machine translation model based on the transformer-align architecture, developed by the Helsinki-NLP team as part of the Tatoeba Challenge.

German-to-German machine translation model provided by the OPUS-MT project, implemented based on Transformer architecture

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

opus-mt-de-kg is a machine translation model based on the Transformer architecture, specifically designed for translating German (de) to Kikongo (kg).

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

This is an English-to-Armenian machine translation model based on the transformer-align architecture, developed by the Helsinki-NLP team.

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

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

This is a multilingual translation model based on the Transformer architecture, supporting translation from English to multiple Italic language family languages.

A Transformer-based machine translation model from Polish to Swedish, developed by the Helsinki-NLP team and trained on the OPUS dataset.

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

opus-mt-hr-es is a machine translation model based on the transformer-align architecture, specifically designed for translating Croatian (hr) to Spanish (es). This model was developed by the Helsinki-NLP team and trained using the OPUS dataset.

A neural machine translation model from English to Manx trained on OPUS data, using transformer-align architecture

This is a Malay-to-Malay translation model based on the transformer-align architecture, supporting multiple Malay variants.

An English-to-Italian machine translation model provided by the OPUS-MT project, based on the Transformer architecture and trained using the OPUS dataset.

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

Neural machine translation model trained on OPUS dataset for English to Swahili Congo dialect

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

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

A Transformer-based Dutch to Spanish machine translation model developed by Helsinki-NLP team, trained on OPUS dataset.

opus-mt-de-da is a machine translation model based on the transformer-align architecture, specifically designed for translating German to Danish.

opus-mt-ru-fi is a machine translation model based on the transformer-align architecture, specifically designed for translating Russian (ru) to Finnish (fi).

A Hindi-to-English neural machine translation model based on Transformer architecture, trained by the Helsinki-NLP team using the OPUS multilingual parallel corpus

This is a machine translation model based on the Transformer architecture, designed for translating English to Kinyarwanda.

Transformer-based Afrikaans to French machine translation model developed by Helsinki-NLP team

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

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

A Transformer-based neural machine translation model for Dutch to Swedish, developed by the Helsinki-NLP team.

This is a machine translation model based on the Transformer architecture for translating English to Luo language.

This is a machine translation model based on the Transformer architecture, specifically designed for translating Finnish to Lingala.

OPUS-MT English-to-Hebrew machine translation model based on Transformer architecture, using SentencePiece for preprocessing.

OPUS-MT English to Brazilian Sign Language machine translation model, based on Transformer architecture, using SentencePiece for preprocessing.

OPUS-MT machine translation model for Ewe (ee) to German (de), based on Transformer architecture and SentencePiece preprocessing.

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

This is a Transformer-based machine translation model specifically designed for translating French into Tahitian.

opus-mt-ru-fr is a machine translation model based on the Transformer architecture, specifically designed for translating Russian (ru) to French (fr).

This is a machine translation model based on the Transformer architecture, specifically designed for translating Slovak (sk) to French (fr).

opus-mt-cs-de is a machine translation model based on the Transformer architecture, specifically designed for translating Czech (cs) to German (de). The model was developed by the Natural Language Processing team at the University of Helsinki and trained on the OPUS dataset.

opus-mt-en-ha is a machine translation model based on the Transformer architecture, specifically designed for translating English to Hausa.