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Fábio Porto

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#natural language process... Preprint Aug 2026

Manac\'a-1B: An Open, Reproducible Brazilian-Portuguese Language Model and a Tokenizer-Aware, Paired Evaluation

Manac-a-1B is the strongest model below the 7B scale, exceeding both Tucano-1b1 and Tucano-2b4 on LAMBADA-PT with large paired margins and is competitive on commonsense completion and near chance on multiple-choice reasoning, as are all small base models.

Bruno Leonardo Santos Menezes, Carlos Leonardo Souza Cardoso, Fábio Porto · 0 citations