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Beyond IceBERT: Open-Data ModernBERT Encoders for Icelandic from 12M to 1B Parameters

arXiv cs.CL ↗ · 2026-10-28

Researchers train ModernBERT-based Icelandic encoders from 12M to 1B parameters on 9B tokens of open data, showing that a 1B model trained from scratch beats IceBERT on all eleven tasks, and that warm-starting from an English Ettin encoder yields the best scores across every benchmark while highlighting the importance of vocabulary transplantation.

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