Muga is the institutional core of the Navdyut family: trained on the scanned Assamese corpus behind our research pipeline, using the shared 32K Assamese tokenizer, and released for on-prem and sovereign cloud installs.

Deep product docs stay on the Models page. This note records the release itself: what moved on our internal Assamese evaluation suite between Eri-scale experiments and the 30B cut.

Assamese evaluation suite Accuracy % · internal held-out suite · December 2025
Formal writing
61% → 78%
Citizen Q&A
54% → 71%
Doc-grounded
48% → 69%
Code-mix
57% → 74%

Deep model documentation stays on the Models page. This post is the release record.