
The ground floor of the stack: otk-bpe and otk-bpe-50k are BPE vocabularies trained for Yorùbá, Igbo, Hausa, and Nigerian Pidgin, so African-language text stops being tokenised into confetti.


OTK TokenizersByte-level BPE tokenizer built for Nigerian languages, Yorùbá, Igbo, Hausa, and Pidgin, efficient subword segmentation where general vocabularies fall apart.

OTK TokenizersByte-level BPE tokenizer built for multilingual text, efficient subword segmentation where general vocabularies fall apart.
More of the stack, organised the same way.

Frontier-merged LLMs: from MIST-Mini-8B to MIST-1-140B, including reasoning-tuned Thinking variants.

Language identification: from 5 Nigerian languages to 25 languages worldwide.

Diacritic & tone restoration for Yorùbá, Igbo, Hausa and beyond.