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Low-Resource Languages

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From Scratch to SOTA: Training a 3B State-Space Vision Model — Krishna Prasad Srinivasan, Sarvam Sep 23, 2026 · 21:09 Sarvam introduced a 3B State-Space Vision Language Model for document AI, achieving SOTA performance across English and 22 Indian languages. The model uses an SSM backbone for efficiency and was trained on 13T tokens.

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From Scratch to SOTA: Training a 3B State-Space Vision Model — Krishna Prasad Srinivasan, Sarvam

Sarvam introduced a 3B State-Space Vision Language Model for document AI, achieving SOTA performance across English and 22 Indian languages. The model uses an SSM backbone for efficiency and was trained on 13T tokens.

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