In the dynamic landscape of language and translation modeling, the High Performance Language Technologies project (HPLT) emerges as a groundbreaking initiative set to redefine the boundaries of possibility. Launched in September 2022 and funded by the European Union, HPLT aims to create the most extensive collection of free and reproducible language models and datasets for approximately 100 languages. This ambitious undertaking involves harnessing the power of high-performance computing (HPC) and utilizing web-crawled data to build efficient, sustainable, and reusable workflows for language and translation models.

HPLT’s vision encompasses the creation of a space where petabytes of natural language data converge with large-scale model training. Drawing inspiration from sources like the Internet Archive and CommonCrawl, the project aims to derive both monolingual and bilingual datasets. This commitment to diversity in language coverage sets HPLT apart, promising a significant impact on the multilingual landscape. By consistently formatting and curating this vast array of data, the project paves the way for a revolution in language and translation modeling.

Efficiency and high quality stand as pillars of HPLT’s objectives. The project seeks to build robust machine translation and language models that not only meet the demands of a diverse linguistic landscape but also exceed expectations in terms of performance. The incorporation of high-performance computing in the modeling process ensures that these language models are not only powerful but also efficient, capable of handling large quantities of data with precision.

One of HPLT’s distinctive features is its unwavering commitment to sustainability and reusability. By constructing workflows that leverage high-performance computing, the project aims to provide free, sustainable, and reusable datasets, models, and workflows at a scale never seen before. HPLT envisions a future where language and translation models contribute to the global knowledge commons, fostering collaborative innovation and eliminating barriers to access.

In the spirit of openness, HPLT is dedicated to sharing its findings with the global community. The project aims to publish its results in a shared space, accompanied by open licenses. This commitment to transparency and collaboration ensures that the advancements made by HPLT benefit researchers, developers, and language enthusiasts worldwide.

Explore the groundbreaking innovations in language and translation technology by visiting the official HPLT project website: https://hplt-project.org.

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