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FuLG: 150B Romanian Corpus for Language Model Pretraining

Published 18 Jul 2024 in cs.CL | (2407.13657v1)

Abstract: Research in the field of LLMs is rapidly evolving, with many open models being released to the public. Openly available pretraining corpora usually focus on only a handful of languages, with many others either missing completely or extremely underrepresented. In this report, we introduce FuLG, a hundred-fifty-billion-token Romanian corpus extracted from CommonCrawl. We present our methodology for filtering FuLG and compare it via ablation studies against existing Romanian corpora.

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