MWire Labs

Foundational language AI for Northeast India's indigenous languages

Website · Papers · HuggingFace

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MWire Labs builds and ships language models, speech systems, and agent infrastructure for low-resource Northeast Indian languages — Khasi, Garo, Kokborok, Mizo, Nyishi, Meitei, Bodo, Assamese, Pnar, Nagamese, Wancho, and more.

What we ship

• Language Models — KhasiBERT, GaroBERT, MizoBERT, KokborokBERT, NyishiBERT, NE-BERT
• Speech — NE-MultiSpeech, Garo ASR, NE-TTS (Khasi)
• Translation — GaroNMT, KokborokMT, WMT-winning KrenTransV0-1 (11 NE language pairs)
• Agents & Tools — NE-Agent — multilingual CLI agent for NE languages
• Vision & OCR — NE-CLIP, NE-OCR (Assamese, Garo, Mizo, Nyishi)
• Embeddings — NE-Embed (LaBSE-based)

Research

Published at EACL, LREC, ACL, EMNLP.

License

All models and code released under CC-BY-4.0 unless noted otherwise.

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_{Shillong, Meghalaya · India}