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We benchmark different strategies of adding new languages (German and Korean)into the BigScience's pretrained multilingual language model with 1.3 billionparameters that currently supports 13 languages. We investigate the factorsthat affect the language adaptability of the model and the trade-offs betweencomputational costs and expected performance.

Adapting BigScience Multilingual Model to Unseen Languages