Compact LLMs for Northeast Indian languages—built for civic use and real-world deployment.
AI & ML interests
MWire Labs builds scalable, ethical AI systems; from custom LLMs to multilingual search, for real-world impact across governance, non profits, tourism, and infrastructure.
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MWire Labs: Applied AI for Northeast India
We build compact LLMs, multilingual BERT models, and datasets for underserved languages; enabling real-world AI for governance, nonprofits, and rural institutions.
Flagship Work
What We Build
- Language AI for underrepresented Northeast Indian languages
- Form Processing AI for departments and institutions
- Chatbots + Search tuned for local contexts
- Grassroots datasets across villages, agriculture, governance
Why It Matters
Most AI ignores low-resource regions.
MWire Labs builds AI that works for the margins, not just the mainstream; starting in the Northeast and scaling across India.
Focus Areas
models 22
MWirelabs/garo-ocr
Image-to-Text • 0.2B • Updated
• 11
MWirelabs/assamese-ocr
Image-to-Text • Updated
MWirelabs/nagamese-asr
Automatic Speech Recognition • 0.2B • Updated
MWirelabs/chakmabert
0.1B • Updated
MWirelabs/nagamesebert
Token Classification • 6.88M • Updated
• 1
MWirelabs/garobert
0.3B • Updated
• 1
MWirelabs/garo-asr
Automatic Speech Recognition • 0.2B • Updated
• 30
MWirelabs/ne-lid
Text Classification • Updated
• 55
MWirelabs/nyishibert
Fill-Mask • 0.1B • Updated
• 5
MWirelabs/khasibert
Fill-Mask • 0.1B • Updated
• 37
datasets 7
MWirelabs/northeast-languages-test-set
Viewer
• Updated
• 4.5k • 30
MWirelabs/garo-english-parallel-corpus
Viewer
• Updated
• 2.72k • 26 • 4
MWirelabs/assamese-monolingual-corpus
Viewer
• Updated
• 1.61M • 24 • 1
MWirelabs/meitei-monolingual-corpus
Viewer
• Updated
• 1.77M • 19
MWirelabs/mizo-language-corpus-4M
Viewer
• Updated
• 4M • 37 • 1
MWirelabs/Northeast-India-Districts-and-Villages
Viewer
• Updated
• 49.3k • 18
MWirelabs/northeast-india-tribes-and-subtribes
Viewer
• Updated
• 118 • 20