A Dial8 venture

Help AI understand Xitsonga properly.

Thembi is a community-led effort to build useful Xitsonga language technology with the people who speak, read and write it.

How it works

Human judgement comes before model training.

Volunteers review real English-to-Xitsonga examples in batches of ten. Every approval, correction and language note is saved to one shared dataset before it can be used for training or evaluation.

01

Join

Use the private code shared with volunteers.

02

Review

Approve or correct ten examples at a time.

03

Improve

Reviewed language becomes training evidence.

Volunteer review

Ten examples. Your language judgement.

No technical knowledge is required. You can stop after one batch or continue when you have time.

Start reviewing

A valid volunteer review code is required.