# SentencePiece Tokenization

This is a Transformer-based machine translation model from Arabic to English, trained exclusively on HPLT data.

A small Japanese language model based on GPT-NeoX architecture, supporting text generation tasks

This is a pre-trained Japanese ALBERT model primarily designed for fill-mask tasks, supporting Japanese text processing.

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

A base-sized Japanese RoBERTa model trained by rinna Co., Ltd., suitable for masked language modeling tasks in Japanese text.

Japanese-to-English translation model fine-tuned on facebook/mbart-large-cc25

A medium-scale Japanese GPT-2 model trained by rinna Co., Ltd., based on the Transformer architecture, suitable for Japanese text generation tasks.

plT5 is a language model based on the T5 architecture, optimized for Polish, supporting tasks such as translation, summarization, question answering, and reading comprehension.

This is a Transformer-based machine translation model specifically designed for translating Indonesian to Spanish.

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

This is an Arabic-to-German machine translation model based on the transformer-align architecture, supporting multiple Arabic dialects.

opus-mt-en-ig is a machine translation model based on the transformer-align architecture, supporting translation tasks from English (en) to Igbo (ig).

This is a Transformer-based machine translation model for French to Malay macrolanguage, supporting various Malay variants including Standard Malay and Indonesian.

This is a machine translation model based on the Transformer architecture, designed to translate English (en) to Kwangali (kwn) language.

This is a multilingual translation model based on the Transformer architecture, supporting translation tasks from various Afro-Asiatic languages to English.

Marathi to English machine translation model based on OPUS dataset, using transformer-align architecture

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

Transformer alignment model trained on OPUS dataset for French to Taiwanese language translation tasks

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

opus-mt-en-tl is a Transformer-based machine translation model specifically designed for translating English to Filipino (Tagalog).

opus-mt-en-lg is a machine translation model based on the Transformer architecture, designed to translate English (en) to Luganda (lg). This model was developed and released by the Helsinki University Natural Language Processing team (Helsinki-NLP).

This is a Hungarian to Ukrainian machine translation model based on the transformer-align architecture, developed by the Helsinki-NLP team and released under the Tatoeba-Challenge project.

This is a multilingual translation model based on the Transformer architecture, supporting translation tasks from English to 18 Atlantic-Congo languages.

A machine translation model trained on the OPUS dataset for English to Kwy language translation, using transformer-align architecture

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

This is a Transformer-based German to Chinese multi-dialect machine translation model, supporting various Chinese variants including Mandarin, Simplified Chinese, Cantonese, and Traditional Chinese.

opus-mt-de-fi is a German-to-Finnish machine translation model based on the transformer-align architecture, trained and released by the OPUS project.

This is a Transformer-based machine translation model specifically designed for translating Malayalam (ml) to English (en).

opus-mt-fr-tum is a machine translation model based on the Transformer architecture, specifically designed for translation tasks from French (fr) to Tumbuka (tum).

opus-mt-fr-ht is a machine translation model based on the transformer-align architecture, specifically designed for translating French into Haitian Creole.

opus-mt-fi-sk is a machine translation model based on the transformer-align architecture, specifically designed for translating Finnish to Slovak.

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

opus-mt-fr-swc is a machine translation model based on the Transformer architecture, specifically designed for translating French (fr) to the Congo dialect of Swahili (swc). Developed by the University of Helsinki NLP team, it is part of the OPUS-MT project.

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

Transformer-based alignment model for machine translation from Spanish to Romanian

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

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

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

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

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