557,850 SFT examples (Cyrillic), ChatML format matching the Tajik/Uzbek pipeline. Script-matched Kazakh system prompt. Each row has a category field.

Category	Rows	Source
encyclopedia	2,631	"Қазақ әдебиеті энциклопедиялық анықтамалық" (literature encyclopedia)
wikipedia	555,219	kk.wikipedia (`wikimedia/wikipedia` 20231101.kk), grounded lead Q&A

Grounded (no invented facts), code-only build. Dictionary SFT intentionally excluded from this pass. Private / internal Saidzoda-Lab dataset.

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