Blog · Notes from the build

Build log.
Where it's going.

Roadmap notes, training updates, and what's shipping next.

Model release · May 2026·01 · May 2026
Stronger translator: v7 lands at chrF 62.
The new v7 NLLB-1.3B fine-tune is live. 179k cleaned parallel pairs, fresh data from JW publications and the IUMTBN New Testament, a curated dictionary, and a +7 chrF jump on ium → eng over the previous version.
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Roadmap · 2026·02 · May 2026
What comes next.
The road ahead for Iu Mien neural machine translation, low resource AI, and a centralized digital home for Mienh waac. Stronger models. Broader data. Adaptive lessons. Voice.
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